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  • DAVID MALAN: This is CS50.

  • Hello, world.

  • This is the CS50 podcast, episode 5, 0 indexed.

  • My name is David Malan, and I'm here with CS50's own Colton Ogden.

  • COLTON OGDEN: Glad to be here--

  • interesting thing to start us off-- so, we've talked about robocalls a lot

  • in the recent past, multiple episodes.

  • And I think we touched briefly upon the prospect

  • of finding a solution to this problem.

  • You know, people are getting robocalls all the time,

  • even though, in the last couple of weeks,

  • I have noticed the numbers sort of dropping, at least for me, personally.

  • I still get the occasional call from a presumed spoofed caller.

  • DAVID MALAN: Yeah, sorry about that.

  • COLTON OGDEN: But, apparently, the FCC--

  • Ajit Pai has proposed a ruling that would actually

  • allow phone companies to block these unwanted calls, these spoofed calls,

  • before they even get to potential customers.

  • DAVID MALAN: Yeah, no, this is a nice initiative.

  • It's perhaps a little belated at this point, certainly.

  • Because, as we've discussed, these robocalls, these automated calls,

  • have really been proliferating, in large part

  • because of the software via what you can do this,

  • and the API access which you can do this.

  • But I think the fundamental problem, frankly,

  • is that the phone system that we have today

  • really is not all that fundamentally different from what we've

  • had for decades now, which is to say that there's

  • no authentication of these calls in the first place.

  • The systems generally just trust that the number being presented in caller ID

  • is, in fact, the number from which a call came.

  • And that's, of course, not always the case.

  • COLTON OGDEN: Right, and the--

  • I guess the proposed sort of authentication system that they're

  • going to roll out is called Shaken Stir, which is very akin to what James Bond's

  • says when he orders a martini.

  • But the acronym is a--

  • basically, the shaken part of it is signature

  • based handling of asserted information using tokens.

  • And then the stir part would be secure telephone identity revisited.

  • DAVID MALAN: Indeed, it's a wonderful acronym

  • if you allow yourself to use arbitrary letters from some of the words.

  • COLTON OGDEN: Yeah, and it's a bit of a mouthful.

  • But this is cool, because this suggests that we'll actually

  • get what you just alluded to, a way of actually signing calls and making sure

  • that people who present themselves as xyz are in fact xyz and not,

  • you know, sort of proxying themselves or presenting themselves

  • as some other entity.

  • DAVID MALAN: Yeah, I mean, much like the web-- thankfully

  • we got that right, presumably because of lessons learned from things

  • like telephony over the years.

  • Of course, the phone system has been around for so long now

  • that it's certainly hard, I imagine, to shoehorn

  • in some of these more technological features

  • without breaking some of the intermediate points

  • or some of the last miles, some of the folks

  • who are on the other end of the line that might not necessarily have access,

  • in their municipality, to the latest hardware.

  • So, I'll be curious to see how this evolves.

  • I mean, to be honest, this might all become moot over time

  • if phones themselves, or phone numbers, are perhaps

  • replaced by more data based services.

  • I mean, right now, we're very much in the phase

  • of commercial services like WhatsApp, and iMessage, and so forth.

  • I mean, but those have started to supplant already things like SMS,

  • so, frankly, maybe the solution is ultimately

  • just going to be too late in coming if the world moves to something else,

  • anyway.

  • COLTON OGDEN: Yeah, I imagine, when folks were developing the phone system

  • we have in place, they weren't expecting the ability for somebody

  • to arbitrarily code and script, en masse, the sort of behavior

  • that we're experiencing now.

  • DAVID MALAN: Yeah-- hey, back in the day, it used to be based--

  • at least pay phones-- on actual sounds, right?

  • There are so many documented cases, and I

  • think Steve Jobs and Steve Wozniak were among the folks involved

  • in this back in the day, where you could have a little box that would generate

  • the appropriate sounds that mimicked what the sound was if you

  • put a quarter or a dime into a phone.

  • So, you could effectively make free long distance phone calls

  • by spoofing those sounds.

  • So there, too-- there was a sort of an assumption of trust

  • that was quickly broken.

  • COLTON OGDEN: I think the theme is always that, if there is a system,

  • humans will find a way to abuse and break it.

  • DAVID MALAN: Indeed, but there are some really real world implications of this.

  • In fact, just the other day did I see an article

  • online about what have been called virtual kidnappings which, frankly,

  • is literally ripped out of a "Law and Order" episode

  • that I'm pretty sure I've seen, which is ironic,

  • because usually it's "Law and Order" ripping

  • things out of the actual headlines.

  • But this, I think, predates this, whereby

  • folks have started to get, terrifyingly, what

  • appear to be actual phone calls from their child's phone

  • number, or relative's phone number, or a co-worker's phone number,

  • and on the other end of the line is some adversary, some human who

  • is pretending to have actually kidnapped the person whose phone they're

  • purporting to be calling from when, in reality, they're just spoofing

  • that number and tricking someone into thinking that they've actually

  • physically hijacked their phone number and kidnapped that person.

  • COLTON OGDEN: Yeah, presumably, I mean, with this new ruling, hopefully,

  • you know, this sort of horrendous situation

  • doesn't end up becoming common at all, or at least it

  • gets completely remediated.

  • DAVID MALAN: Yeah.

  • COLTON OGDEN: Because this is one of the more terrifying examples of how

  • to abuse spoofing.

  • DAVID MALAN: No, absolutely.

  • And it's horrifying that it's gotten to this point

  • but, you know, what you might think is kind of a cool hack,

  • the ability to spoof your phone number, really

  • does have some non-trivial implications.

  • And especially, for most folks out there, you know-- myself,

  • before I even thought about this the other day after reading the article--

  • you might not even realize that this is possible

  • and what the implications, therefore, are of these sort of bugs at best or--

  • bugs at worst, or missing features at best.

  • COLTON OGDEN: Yeah, I mean I think if this even happened to me,

  • I think my initial inclination would be to believe it.

  • I mean, certainly it would be terrifying,

  • and you wouldn't want to take any risks and assume

  • that whoever's on the other end of the line

  • is actually bluffing you or telling the truth.

  • Now, speaking of ransoms, unfortunately, I

  • think these have cropped up in other contexts in the news of late

  • and for the past couple of years, in fact.

  • DAVID MALAN: Yeah, no.

  • I mean, there have been multiple cases, WannaCry being very prominent in 2017,

  • of these sort of worms that infect people's systems

  • and, you know, potentially encrypt the hard drive, or do other things,

  • and request that, in order to have this fixed,

  • the end user end up paying some amount of money,

  • either bitcoin or actual money, to decrypt their hard drive

  • or do whatever needs to be done to unlock their system.

  • COLTON OGDEN: Yeah, no, and that's the problem with worms, and viruses,

  • and just malware, malicious software in general,

  • is that, if it has the same privileges that you, the user, who accidentally

  • installed it, somehow do--

  • or worse, it has administrative or root access

  • to the computer-- it can do anything with your system and the data.

  • You know, it almost makes exploits like sending spam automatically,

  • unbeknownst to you, from your computer seem like completely delightful

  • in comparison because, now, these most recent forms of ransomware

  • are indeed doing exactly that.

  • They're actually running algorithms to encrypt the files

  • on your own hard drive and then not telling you,

  • the owner of those files, what the key is, the sort of secret

  • with which they were encrypted.

  • And, so, in this way can the bad guys literally say,

  • hey, pay us some number of dollars or, in practice, some number of bitcoins

  • in order to get access to the key via which you can unlock your data.

  • Who knows if you're even going to get the key.

  • I mean, frankly, an even more compelling ransomware

  • would be to just encrypt the data and throw the key away.

  • Then you don't even have to communicate further with the person

  • once you get that fund.

  • DAVID MALAN: Yeah, and, in light of this sort of horrible new trend

  • of ransomware that we've observed over the last few years,

  • there are companies that do try and take advantage of this and will say,

  • you know, we will help you decrypt your system.

  • We will use high tech, quote unquote, solutions to reverse this ransomware.

  • But it turns out that some companies, instead

  • of actually having the algorithms and the technology to do this,

  • are paying the actual people responsible for the ransomware

  • directly and then charging you a premium.

  • COLTON OGDEN: Yeah, no, this is really kind of a tricky thing,

  • and I'm reminded of most any Hollywood movie, where someone is taken hostage.

  • And, at least the US, in these movies, is always--

  • takes the position officially-- the US does not negotiate with terrorists.

  • Well, that may very well or not very well

  • be the case, because the closer you get to home,

  • and the closer you get to it involving people you know, or files you own,

  • or information you need, do these decisions become a little less obvious.

  • And it's a little harder to take that sort of moral stance, if you will.

  • And, in fact, in one of the articles on ProPublica was this wonderful quote.

  • It is easy to take the position that no one should

  • pay a ransom in a ransomware attack, because such payments

  • encourage future ransomware attacks.

  • It is much harder, however, to take that position

  • when it is your data that has been encrypted

  • and the future of your company and all of the jobs of your employees

  • are in peril.

  • It's a classic moral dilemma.

  • And that really does put it into perspective, right?

  • It's one thing to sort of argue-- no, we should not pay this ransom,

  • because it's only going to happen to us or perhaps other people

  • with greater frequency.

  • But, if you really need the data on that hard drive, the financial information,

  • the medical information, anything, the business information,

  • you're only recourse might actually be to pay the ransom

  • and then hopefully lock your systems down much more

  • effectively the next time around.

  • DAVID MALAN: Yeah, it's difficult when you're so--

  • when you're far removed from the problem,

  • it's easy to say, oh, just don't negotiate.

  • But, when you're actually there, when it's

  • your data, your information, your loved ones, it gets a little bit trickier.

  • It's a little bit greyer.

  • COLTON OGDEN: And, if you do pay that one time to get your data back,

  • man, you've just presented yourself to the bad guys as being someone

  • they can clearly fleece again.

  • So, it really boils down to--

  • try to avoid putting yourself in that situation at all,

  • and have all of the defenses you can think

  • of in place in terms of your systems, in terms of your personnel.

  • I mean, frankly, too often are these exploits

  • the result of social engineering, actually tricking people

  • into revealing their passwords by typing it into a website,

  • or tricking them into opening a link, or click on some attachment, or the like.

  • And then the whole setup--

  • your whole system can perhaps be compromised.

  • So, getting ahead of that and instituting better principles,

  • some of which we've discussed on the podcast, password length and so forth--

  • password managers can be just a step toward avoiding the problem altogether.

  • DAVID MALAN: Yeah, it's so tricky.

  • I mean, we have--

  • like we've talked about before multiple times,

  • the good guys have it the hardest.

  • The bad guys just need to find one way in.

  • COLTON OGDEN: Yeah, they just need to find

  • one employee who accidentally clicks on that link or discloses that password.

  • DAVID MALAN: One open window, so to speak--

  • [SIGH]

  • It's unfortunate.

  • It's unfortunate, because there are vulnerabilities

  • that ship, not only just--

  • there are vulnerabilities that don't arise just

  • out of the negligence of individuals but the negligence of companies themselves.

  • COLTON OGDEN: Speaking of--

  • DAVID MALAN: And, in the news recently, some folks might know already--

  • WhatsApp actually had a vulnerability that was revealed.

  • There was a company that was releasing spyware.

  • It was actually shipping spyware through calls

  • made through the WhatsApp application, which

  • is a incredibly commonly used application in the United States

  • and abroad.

  • COLTON OGDEN: Absolutely.

  • I mean, it is, ironically, an alternative to SMS or texting

  • that I alluded to earlier.

  • It's data based, in which-- a case that uses TCP/IP

  • and network protocols to actually transmit the messages.

  • And, as best I could tell from actually reading Facebook's own disclosure--

  • Facebook, of course, being the owners of WhatsApp--

  • it seemed to be some low level code that actually rendered

  • the application vulnerable to a so-called buffer overflow

  • exploit, whereby they must be allocating some amount of memory

  • inside of the source code for WhatsApp.

  • And, unfortunately, at some point in their code,

  • they weren't checking to make sure that they were confining their use of memory

  • to that footprint.

  • So, if they allocated 100 bytes, they weren't actually checking

  • to make sure that they didn't accidentally write more than 100 bytes

  • to that location in memory.

  • And, if you're using a language like Objective C, or other lower level code

  • that's involved with networking, you might very well not

  • have the language to protect you from yourself.

  • And, in this case, it seemed to allow an adversary to actually install

  • malicious software on your own phone.

  • And, in this case, it seems to have been spyware of some form, which

  • is to say that you might have some software running

  • on your phone unbeknownst to you, somehow listening to you or your data.

  • DAVID MALAN: It's interesting, because CS50--

  • in your lectures, you even talk about buffer overflow attacks

  • and how to mitigate them.

  • COLTON OGDEN: Yeah, I mean that depends on how complex your code is.

  • It can be easy still using languages-- perhaps Objective C, in this case.

  • Although, they weren't very forthcoming with the particular

  • implementation details of the hack.

  • It's certainly still possible.

  • There are good tools out there that can help you detect these things.

  • Whether or not those tools were in use in this context is also not clear,

  • but it's sort of a fundamental flaw, at worst, or missing feature,

  • at best, to borrow our terminology earlier,

  • that this is even possible in these languages.

  • So, this is why there's been trends toward languages like Java, and Python,

  • and the like that actually don't even let you do this in this case.

  • DAVID MALAN: Yeah, with great power comes great responsibility

  • and a lot of weight on your shoulders if you're a low level developer.

  • COLTON OGDEN: Yeah, no.

  • And just think, to your point earlier, all it takes

  • is for one adversary out there with a little too much free time

  • to find the one bug that's in WhatsApp, though surely there's

  • many more than that.

  • And then he or she can have access, potentially, to a whole system

  • if the bug is bad enough.

  • DAVID MALAN: Yeah and, in this case, I mean,

  • they were even able to transmit the data if they didn't answer the call.

  • So they could get a call, not answer it, still get infected.

  • And it was the case that some of the calls

  • actually could be removed from folks' logs, too.

  • So, they wouldn't even be all the more privy to the fact that they got a call

  • and were potentially infected in the first place.

  • COLTON OGDEN: Yeah, you know, it reminds me of an incident a few years ago

  • now when Sony had some software--

  • DRM software-- for digital rights management

  • whereby, if you put, I think, a CD into your computer,

  • it would actually install what was effectively a route

  • exploit, somehow taking advantage of the ability

  • to install software, run it behind the scenes, but then cover its tracks,

  • and not even show up in the Windows Task Manager, for instance, as I recall.

  • So these are particularly malicious, and that was done by a company,

  • not even just by an adversary on the internet.

  • It's scary that this is still possible in systems.

  • DAVID MALAN: I remember hearing about that.

  • I'm not sure if it was us that talked about it,

  • but I remember thinking, wow, I can't believe a company that big

  • is doing something like that.

  • And who else might be doing something like that,

  • unbeknownst to the rest of us?

  • COLTON OGDEN: Yes, that did not end well for Sony,

  • if you take a look at the articles online or the Wikipedia article.

  • DAVID MALAN: I vaguely do remember people

  • being a little bit upset about that.

  • COLTON OGDEN: Yeah, but companies do make mistakes.

  • I mean, also in the news this past week was a zombie load exploits affecting

  • some of Intel's hardware.

  • That I find particularly scary.

  • And, in short, in this case, with the zombie load attack,

  • is it possible to essentially convince the CPU, the brains of your computer,

  • to leak information in ways that you didn't intend?

  • And this is problematic if one application

  • is able to see information from another application.

  • And, in fact, in this case here, thankfully, it

  • seems to have been the good guys, the security researchers, who uncovered

  • this first and reported it to Intel.

  • It's not known if it was actually exploited,

  • but they actually had a compelling proof of concept,

  • for which there's a nice video online.

  • If you Google zombie load Intel, you should

  • find at any number of articles which showed them

  • visiting various websites in a browser.

  • And then, in a little command line interface,

  • where they had written a program that was just running behind the scenes,

  • they were able to log all of the host names

  • that were being used by the browser to access those web pages,

  • effectively leaking information across processes, which should not

  • be possible on a system.

  • DAVID MALAN: Yeah, it's pretty chilling.

  • I mean, in that same article they talked about--

  • this might be host names now, but this could be your security--

  • this could be your tokens.

  • This could be your passwords.

  • This could be any bit of--

  • your card numbers, what have you, any bit of information

  • that is going to potentially lead to a massive security vulnerability for you.

  • And it's scary when it's hardware, too.

  • I mean, hardware is supposed to be the stuff that doesn't need to be updated,

  • but that's just silly and naive.

  • I mean, running on today's hardware is essentially embedded software

  • or firmware, as it's typically called.

  • And most people, frankly, probably aren't

  • really in the habits of updating their bios in the PC world, or that low level

  • software.

  • Apple, thankfully, takes care of this for users.

  • And, so, who knows how often these things are actually discovered?

  • But, when it's baked into hardware, that even

  • puts it a little more out of most people's reach.

  • COLTON OGDEN: Yeah, no, this is pretty frightening, because, I mean,

  • this transcends just what might be one person's physical machine.

  • This could easily apply-- and CS50's own infrastructure is a big part of this--

  • to virtual machines hosted in the Cloud, because these all eventually run

  • on physical machines.

  • But, you know, one physical machine that might be running since CS50's code

  • with x other company's code--

  • x company might find a way to get access to all of our credentials,

  • or whoever other company, right?

  • Because it's all, you know, at the hardware level.

  • DAVID MALAN: Absolutely, it's frightening.

  • COLTON OGDEN: There was something interesting that I saw, which was--

  • and this is one of the coolest, cleverest ways I've seen of, again,

  • abusing a system, finding a way into a system that you shouldn't have,

  • and that's with Google Drive.

  • So, somebody released, on GitHub, a program that actually allows folks--

  • because here's the thing with Google Drive.

  • You can store, in your Google Drive, unlimited Google Docs.

  • There's no quota cap on Google Docs.

  • But this is only for Google Docs format.

  • But somebody found a way to encode arbitrary information,

  • arbitrary binaries, as Google Docs.

  • And, well, that essentially led to them having

  • unlimited disk space in Google Drive.

  • DAVID MALAN: Yeah, and I would say this is

  • more of a theoretical convenience than a practical one,

  • because there's some overhead in running the software.

  • But, yeah, it's kind of a brilliant sort of hack,

  • if you will, or exploit, or work around, when really it's

  • just kind of taking advantage of the design of the system.

  • Like, normally, you're supposed to use Google Drive, and Dropbox, and iCloud,

  • and those other kinds of file based services by dragging and dropping

  • your files, whether it's a text file, or binary file, or video file, or program,

  • or whatever, into the drive or up through the browser, and it gets saved.

  • But, of course, it takes up some number of bytes, or megabytes, or gigabytes,

  • and that counts against your finite quota.

  • But, for reasons that maybe the staff of Google

  • who wrote Google Docs didn't think about this, or didn't think anyone

  • would be crazy enough to try this, it's really kind of cool.

  • You can take any binary file, convert it to text using something

  • like Base64 encoding, which is similar in spirit to Bas10, or Base2,

  • or Base16, which are decimal, or binary, or hexadecimal, respectively.

  • But just turn it into text, and then automatically paste it

  • into one or more Google documents, and then

  • reconstitute it later when you actually want to download the data.

  • I mean, frankly, this is probably more annoying than anything,

  • and Google could clamp down on this pretty quickly.

  • They could probably say, you know, if you have a million Google Docs,

  • you're probably not using them for Google Docs purposes.

  • So, they could put some thresholds in there,

  • but it would be fascinating to be privy to the chats going on

  • at Google, if someone was like, oh, we knew this was possible,

  • but we just didn't worry about it, because it's not that useful,

  • or if minds were blown and, wow, that's such a clever sort of exploit.

  • COLTON OGDEN: Yeah, no, if folks are interested,

  • they can go to GitHub.com/StuartMcGowan/UDS and see

  • exactly what's going on.

  • I imagine, probably very soon, it will no longer be a relevant codebase.

  • I have to imagine Google's going to find a way around it.

  • DAVID MALAN: No, this is one of those this is why

  • we can't have nice things situations.

  • COLTON OGDEN: Yeah, no, but it's a very fascinating experiment.

  • Another company-- another big company is Microsoft.

  • That's a little bit of a segue there.

  • They released a series of patches recently for some vulnerabilities

  • that apparently exist on older versions of Windows,

  • for operating systems such as XP and Windows 2003, among many others.

  • DAVID MALAN: Yeah, so, for those of you still

  • running Windows XP from like 20 years ago, this is for you.

  • COLTON OGDEN: Yeah, 16 updates targeting at least 79 security holes

  • in Windows and related software, which is awesome that they're actually

  • being proactive about doing this, and they're not

  • doing this on the heels of an exploit that

  • comes out from some nefarious actor--

  • DAVID MALAN: Granted, but it's also terrifying that, since the last update,

  • there have been 79 security related bugs fixed.

  • And those are the ones that have been fixed.

  • Let's just imagine how many have not yet been discovered, let alone fixed.

  • COLTON OGDEN: Right, there was one I remember reading that was a day 0

  • vulnerability that they had just fixed.

  • And there was another fix for remote desktop services, which

  • is built into various versions of Windows, including 7, Windows Server

  • 2008, R2, and Windows Server 2008.

  • So, pretty crazy that--

  • and all of these computers may have been compromised,

  • may not have been compromised, at least to folks' knowledge.

  • But, at the very least, now, people are running this software.

  • They can rest assured that a small chunk of potential vulnerabilities

  • are at least taken care of now.

  • DAVID MALAN: Yeah, well, and for those unfamiliar,

  • worms are among the most scary of malware attacks,

  • whereas a virus, for instance, is the kind of thing

  • that you have to sort of accidentally or foolishly

  • click on a link that opens some software and runs it,

  • or you have to open an attachment that actually is infected with software.

  • A worm is, by definition, self propagating.

  • So, once that process or that program is running, perhaps unbeknownst to you

  • on your computer, it can spread, via a network connection,

  • to another computer, or another computer, or another computer,

  • if all of those computers are themselves vulnerable.

  • And, in this case, too, if your system's not already patched,

  • you are in fact vulnerable.

  • And, so, this frankly really got me thinking

  • about a trend, which is a good thing in recent years,

  • especially in the Apple ecosystem, which is essentially compelling people

  • to automatically update.

  • Auto update, dare say, used to be more of an opt in thing, not on by default.

  • And, to be fair, you do in some contexts still have

  • to opt into it on Apple's platforms.

  • But it's getting more and more in companies' interest

  • to sort of compel users to update, and this

  • is helping to narrow the number of systems that are actually vulnerable.

  • Because, if you're auto updating on a schedule,

  • at least you're with a lower probability of running the older,

  • more vulnerable stuff.

  • So, it's a good thing, generally speaking, to have auto updates on.

  • COLTON OGDEN: I know Windows 10 is the particular offender in this realm,

  • because they are hyper-aggressive about making you automatically update,

  • and they make it really difficult for you to actually get out

  • of that behavior.

  • DAVID MALAN: Yeah, no, this is very true.

  • And it backfires in terms of UX or user experience.

  • I remember years ago, when the Xbox One first came out,

  • we had one here in the office for students to use.

  • And the first thing we tried to do was set it up around the holidays,

  • and everyone was so excited that we had the brand new Xbox One

  • and wanted to play some game, maybe a soccer game or something like that,

  • on it.

  • And, so, everyone plugged it in and, just like Christmas morning,

  • everyone's ready to start, and then--

  • downloading, downloading.

  • And then, like, no joke, an hour or more later,

  • was the Xbox finally ready to let us play a game, by which point

  • Christmas was over, or whatever the day was.

  • And, so, it really kind of got in the way of a good user experience.

  • But, maybe that protected our system from being compromised.

  • So, it really is a trade-off, which is thematic in computing.

  • COLTON OGDEN: Yeah, trust and trade-offs,

  • if we had to boil down CS into two words--

  • DAVID MALAN: Yeah, I think that's pretty apt.

  • COLTON OGDEN: Well, somebody actually requested

  • we talk about this, which is kind of a cool thing.

  • Careers and technology would be the topic here.

  • DAVID MALAN: Yeah, so we got this question from one of our listeners.

  • I like these.

  • Can you talk about careers in tech in a future podcast,

  • maybe what areas have more job openings in the next few years,

  • what skills are in demand, and what areas may decline in the future, also

  • maybe the interview process?

  • So, a bit of a loaded question--

  • I think we can touch on this a little bit

  • here and certainly welcome other such questions.

  • I mean, it's hard to go wrong nowadays, certainly,

  • in bolstering your technical comforts and your technical skill expertise.

  • It's so much easier these days to find access

  • to high quality educational content for free on the internet.

  • You don't need to necessarily go through formal schooling

  • or pay for these actual programs.

  • With that said, it's tough to predict these trends.

  • I mean, there's certainly things that are in vogue these days.

  • Python, for instance, is a language that's

  • very much in vogue these days for web programming, for data science

  • applications, for interactivity.

  • JavaScript is another one that's perhaps even more popular

  • and trending these days, both on the client side and the server side.

  • And then there's the whole, like, operations world,

  • technologies like Docker, and virtual machines,

  • and so forth, that are really transforming how systems

  • are hosted in the Cloud and elsewhere.

  • So, there's a lot of exciting trends.

  • But, frankly, I think, rather than even chasing these trends,

  • I think you can't really go wrong in studying, really first

  • and foremost, the fundamentals and focusing on having a strong software

  • background with procedural programming, with classes like CS50,

  • functional programming, object oriented programming,

  • as by taking other classes, and then keeping an eye--

  • that really opens doors, I think, to all sorts of entry level and higher level

  • software jobs.

  • COLTON OGDEN: Yeah, problem solving I think ultimately--

  • DAVID MALAN: Absolutely.

  • COLTON OGDEN: That's probably the number one skill that I

  • would say people should focus on.

  • DAVID MALAN: Yeah, and then certainly, at a lot of the bigger tech companies,

  • certainly in the software context, are--

  • the interview process really focused on problem solving.

  • Generally the types of questions you might have are generally

  • language agnostic, or the interviewers often

  • don't care what language it is you're using to solve a problem.

  • Frankly, your syntax doesn't necessarily have

  • to be 100% correct if it's more of a Whiteboard kind of conversation,

  • or even just like a Google shared document on a telephone call or video

  • conference that you might have.

  • The goal really is to get a sense of how people think

  • and how they approach programming.

  • I mean, frankly, I, when we've interviewed folks

  • even for part time or full time roles here on CS50's team,

  • for software oriented roles, what I really want to do

  • is get a sense of what it would be like to work with that person in a room,

  • in front of a whiteboard, with his or her laptop

  • off to the side, where we're just designing the solution

  • to a problem, even independent of code.

  • And, so, I think, being able to have really robust design conversations,

  • being able to understand, as you know, the trade-offs between doing something

  • or something else when it comes to designing a system--

  • that's, I think, one of the best ways to prepare yourself for this.

  • COLTON OGDEN: Yeah, I think, given our experience here at CS50,

  • and based on just what I've read, it seems like the model

  • that big companies have taken in recent years,

  • or maybe even not recent for a lot of the larger ones, the whiteboard sort

  • of model, and the problem solving based model, I

  • think even smaller companies are probably adopting this a bit more

  • than they used to now.

  • Because people are getting a lot more of an influx of software developers

  • looking for work.

  • And, so, I think we see this thing pretty commonly.

  • DAVID MALAN: Absolutely.

  • COLTON OGDEN: And it does ultimately boil down to,

  • not what language you might be comfortable with,

  • but, you know, the ultimate the core problem at hand,

  • which is what CS50 tries to teach.

  • It's not-- we advertise ourselves-- you advertise

  • the course as not a course on programming,

  • per se, but ultimately on problem solving.

  • DAVID MALAN: Yeah, absolutely.

  • And, speaking a little more practically here,

  • at Harvard we have a tradition, thanks to some former teaching fellows,

  • of holding a prep and practice for tech interviews every year.

  • So, if you actually Google or go on YouTube and search

  • for CS50 prep and practice for technical interviews,

  • odds are one of the recent years' videos should pop up

  • where CS50's own Tommy MacWilliam, a former head teaching fellow,

  • actually leads folks through a discussion of how

  • to and not to format your resume, how to prepare for an interview,

  • how to conduct an interview.

  • So, you might want to check that out.

  • A very popular book here on campus, too, is

  • one called "Cracking the Coding Interview,"

  • or Cracking the PM, product management, interview.

  • Those, on Amazon or other websites, might be of interest as well,

  • just as a nice, thick reference book as to where you could begin.

  • Frankly, it could take you weeks, months to go through everything

  • in those texts, but it'll give you a sense

  • of how you might go about preparing.

  • But, in short, in terms of the opportunities themselves,

  • I would say hard to go wrong in the DevOps world,

  • knowing one or more programming languages,

  • knowing a little something about how you can run an application using

  • Cloud services of any sort, certainly version control, and GitHub,

  • and GitLab, and other such products.

  • And then also security, just being one who

  • can help companies understand and analyze threats

  • to their system, who can chase those things down,

  • who can help secure systems--

  • I mean, there's no lack for need in the security space as well.

  • COLTON OGDEN: Yeah, having technical literacy in this day and age--

  • I think that is incredibly useful.

  • We're only getting more automated.

  • DAVID MALAN: Yeah, absolutely-- so, a lot of exciting

  • opportunities out there.

  • And I think, if you just get to first base with some of the fundamentals,

  • and taking one or a few classes, or experiences, or boot camps,

  • or the like, can you really then bootstrap

  • yourself there onward until you really feel like you're hitting home runs.

  • COLTON OGDEN: Awesome.

  • I like how that ended, some solid advice there.

  • DAVID MALAN: Thanks, I don't know if that metaphor works.

  • But it sounded kind of poetic.

  • COLTON OGDEN: Well, thank you for coming here to do this podcast with me.

  • DAVID MALAN: Oh, well thanks so much for having me.

  • COLTON OGDEN: Episode 5, zero index of the CS50 podcast--

  • what are some takeaways that you would recommend from the discussion

  • here, since we like to end with a few takeaways?

  • DAVID MALAN: I know.

  • I worry the theme too often is be afraid, be very afraid.

  • But I think, hopefully more constructively this time,

  • are there things you can be mindful about.

  • And, honestly, thinking about technologies from first principles,

  • even in the context of virtual kidnappings,

  • god forbid, understanding-- well, wait a minute.

  • How is this happening to me?

  • Don't necessarily take things that you see on a system at face value.

  • Consider what sequence of steps might have led you to see this symptom

  • and then decide for yourself, in an informed way, yes, this is a threat,

  • or no it isn't.

  • And I think just knowing how to defend yourself as well-- don't get yourself

  • into the situation of things like ransomware attacks

  • or vulnerable WhatsApp applications on your phone.

  • Make sure your auto updates are on, which is probably

  • a net positive in general, even though updates can be rolled out

  • that are themselves buggy.

  • That's probably the lesser evil--

  • so, staying on top of your system and not just using things out

  • of the box the way you receive them.

  • In fact, a certain someone comes to mind as

  • to whose iOS is not always up to date.

  • COLTON OGDEN: I was going to make a comment about that

  • when we got to auto updating.

  • Yeah, I have a bad habit of not updating my stuff as often as I should.

  • DAVID MALAN: Yeah, so I'm going to send you a link to episode 5 of the CS50

  • podcast and see what happens there.

  • COLTON OGDEN: All the talks that we've had in here

  • have convinced me that maybe it's time to start

  • taking that a little more seriously.

  • DAVID MALAN: All right, well, thanks so much for tuning into the CS50 podcast.

  • Looking forward to chatting with folks further.

  • COLTON OGDEN: Likewise-- thanks for tuning in.

DAVID MALAN: This is CS50.

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ランサムウェア、WhatsApp スパイウェア - CS50 Podcast, Ep. (Ransomware, WhatsApp Spyware - CS50 Podcast, Ep. 5)

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    林宜悉 に公開 2021 年 01 月 14 日
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