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Phishing Is the Internet’s Most Successful Con
- dmbaggett 8y agoA couple years ago at Inky we pivoted away from general improvements to email to focus on phishing prevention using ML and computer vision, and this has been tremendously successful. (This pivot was motivated primarily by Google Inbox, which of course just got shuttered -- but that's another post.) One challenge with phishing is that virtually all the "best practice" pieces written by the press still follow this Atlantic article's "blame the user" approach to phishing prevention. I.e., train your end users to not click on stuff in bad emails. Unfortunately, what we've seen over the last year or so is exactly what you'd expect: now that many companies are running simulated phishing training campaigns -- sending fake phishing emails to end users to try to train them to not click on "bad links" -- attackers are now sending brand forgery emails that are essentially perfect looking. The key insight here is that the attacker actually has a labor-saving technique that is also completely devastating to the approach of training users: "Save As HTML". It's obvious in retrospect, but all the attacker has to do is take the exact HTML from a real transactional email (say, a DocuSign request), edit it to change one link, and resend it. (In security parlance this is a kind of "replay attack".) By definition, the body of this email will look identical to the original transactional mail, so you're left with training users to see the invisible. The hapless end user logs in "to DocuSign" and thereby gives the attacker his/her credentials. In contrast, a machine learning system that is trained to recognize brand-indicative clues from emails can trivially verify DKIM, etc. on the mail to determine whether the mail really is from DocuSign or not. (It's actually not really trivial, because DocuSign might send mail through MailChimp or some random domain they never told you about, but that's a detail...) Software 1, Humans 0. This leads me to personally believe that while phishing awareness training is important and a good practice, the future must be one where the machines do the vast majority of phishing email identification, blocking these emails before they reach end users. And it's a hard problem. Of course, attackers can't precisely control the headers -- e.g., they can't easily send DKIM-signed mail from a domain named docusign.com -- so they can't literally replay a real DocuSign mail. But here again they use lots of clever tricks. One of my favorite (i.e., most evil) real-world phishing emails was a clone of an American Express "confirm card activity" email sent from domain aexp-ib.com. Most recipients would plausibly believe that that domain was some kind of internal Amex mail server or something, so it doesn't look at all weird. Even more devastatingly, this email came DKIM-signed -- with SPF and DMARC "alignment" -- by a very high reputation sender (Google), so it sailed right through mail protection systems based around traditional "good mail / bad mail" signals. Why was it signed by Google? Because the attacker set up a G Suite account and sent the emails from there. This is another challenging phenomenon we're seeing: it's trivial for attackers to "inherit" the good reputation of a shared service like G Suite in this manner. Similarly, instead of hosting phishing sites on sketchy-looking URLs that can be detected with simple Bayesian models (good vs bad URL detection), attackers now host their stuff on Google Sites and on compromised web sites with high Alexa rankings. You can use simple heuristics like "don't trust mail from a domain set up in the last 3 days" but that's problematic too, because attackers can simply bank domains. (And, for that matter, real senders create new domains and send legitimate mail from them.) According to the FBI, email-based phishing attacks have cost companies over $12B since 2013. If there's any silver lining to this scourge, it's that it makes for a really interesting technical challenge for the white hats that pretty much everyone understands the need for. (A completely different set of techniques is required to block impersonations of people -- "spear phishing" -- but I'll leave that for another day.)
- CM30 8y ago> One challenge with phishing is that virtually all the "best practice" pieces written by the press still follow this Atlantic article's "blame the user" approach to phishing prevention. I.e., train your end users to not click on stuff in bad emails. This is the same problem most pieces of advice for avoiding fraud and financial crimes have. Identity theft shouldn't be blamed on the victims' 'carelessness', because at the end of the day, it's the banks/credit card company/whoever that screwed up and let someone access their money that they shouldn't have. The solution to most financial crimes and fraud isn't to 'train the customer to avoid the bad guys', since the bad guys are getting more sophisticated all the time and people can't be vigilante 24/7. The solution is to fix the underlying systems and procedures at the companies involved so criminals can't exploit their systems in the way they can right now.
- njarboe 8y agoExactly. What people fear is not "identity theft" but bank libel. I could care less if a fraudster borrows money from a bank using my social security number and other public information. That is the banks problem when they try and collect the money. The problem is when the bank libels me by writing to a credit bureau and tells them that I have defaulted on a loan. If this libel was a large crime and prosecuted vigorously, "identity theft" would go away.
- oh_sigh 8y agoAre banks saying that you yourself defaulted, or just that the given identity defaulted? Whether you as a person defaulted, or your identity was stolen and someone else defaulted with it, there is still increased risk from the baseline that your identity will default.
- njarboe 8y agoI would be interested in knowing if this is how the banks get around the libel problem. New laws should be enacted preventing that, if that is the case.
- erpellan 8y agoDusting off my usual response: mutual TLS (aka client side certs) could practically eliminate phishing. It would be simply impossible to give your credentials to a phishing site as they never leave your device. There's 2 things missing that browser / device vendors need to do: 1. Improve the UI of client certs. 2. Figure out a way to manage credentials across multiple devices.
- dmbaggett 8y ago2FA would also help, but people don't want to mandate it. And even if you require 2FA for your own employees, the third party "pay this invoice" request may not be gated on 2FA -- because that's up to the third party to enforce 2FA for (and they probably don't.) Neither of these solutions helps with spear phishing emails, either. If you get an email that says "please wire money" from a sender you think you trust, the attacker's goal isn't credential harvesting, so protecting logins won't help. Similarly we're seeing people fall for scams where a "trusted person" asks them to buy a bunch of iTunes gift cards and provide the codes on them in a reply email. Yes, people actually comply with this request when they think the requester is their CEO, etc.
- Rjevski 8y ago2FA can be proxied through. The phishing site also asks you for 2FA, and passes through the code to the real site where the attacker logs in.
- kibwen 8y agoDoes 2FA help? It might keep the account itself from being taken over entirely (assuming that another 2FA step also guards the ability to change the account's credentials), but a phishing site could transparently relay both factors to the real site to grant it access for a single session, which is enough time to do plenty of damage. And if the phishing email is of the form "you need to change your password now", the site could easily trick a user into handing over the additional second factor that guards the primary credentials.
- 8y ago
- qrbLPHiKpiux 8y agoIt’s because it doesn’t rely on tech. It only needs an unwilling, naive participant. Humans are the weakest link, and phishing just exploits this.
- marmot777 8y agoYes, even a normally alert, somewhat savvy human's not on the ball all the time. People get tired, careless, mindless, drunk, you name it. We are flawed.
- nykolasz 8y agoAnd no amount of phishing training will solve it - I don't think. People will still click on links, they will click on buttons and do what they think it is expected for them to do. On the bright side, Google Safe Browsing is pretty good at catching new untargetted phishing campaigns, so most people get a good level of protection from that. I am also a big proponent of using a DNS firewall* layer to help minimize the exposure to phishing domains. *I blogged about it here, comparing a few free DNS resolvers, if anyone is interested: https://medium.com/@nykolas.z/phishing-protection-comparing-dns-security-filters-9d5a09849b91 https://medium.com/@nykolas.z/phishing-protection-comparing-...
- badrabbit 8y agoTraining helps a lot,but they typically treat users like toddlers and punish or reward them for getting it right. Training is also either too targeted or too untargeted compared to IRL phish
- marmot777 8y agoTreating users like toddlers is a techie attitude that drives me crazy. Most people have their own profession and responsibilities to think about. We'd appear to have toddler level sophistication to, say, an accountant, electrician, or doctor, and we'd rightly expect to be treated like an adult discussing things about which we know almost nothing. What do you mean by too targeted or too untargeted? Either focused on a specific threat (tree) or too general to be useful (all forest no trees)?
- badrabbit 8y agoToo targeted would for example be something too relevant to their job. They'd know what the typical emails and logins are so they won't fall for it easily. If the training is for spearphishing, it should contain extensive detail about the user. I mean really, you can't train someone who combats phishing as their day job against spearphishing. The only real threat training combats against is untargeted dragnet attacks which typically use generic content or attacks that target organizions(not individuals). In other words,you want them to be trained for the technology threat not the content threat. You want them know the difference between mail.company.com and mail.company.com.seemslegit.site . Currently,training seems to focus on "email looks suspiciois,why did you click on the link" not "what about the link made you think it was legitimate? and this is why you were wrong." Also,training is done as a campaign at most places.a few users fall for it and suddenly everyone knows about it before opening their inbox. Mostly theatrics. It shouldn't be "send phishme emails to a 1000 users today",it should be more like "pick 50 users out of 1000 at random and send them a new campaign everyday for the next 20 business days quarterly"
- badrabbit 8y agoThere are 3 types of phishing emails: 1) information harvesting 2) malware delivery 3) trust abuse social engineering For 1), don't use passwords other than to protect private keys,in-browser dlp protection can help leakage of other PII. Alternatively,invest heavily in MFA. For 2), there already strong mitigations like attachment whitelisting but my idea is to allow email attachments to ne saved to,written to and read from an execution restricted file path(even temp files. noexec on *nix and SRP on windows). Of course app whitelisting is ideal solution which mitigates drive-by download/web phish infections as well. For 3), don't use email for communicating trust or authorization of change. Plenty of other alternatives (mostly e2e messaging and call apps) but it is more important to have an established protocol(e.g.: call back using listed number X and confirm with another call to Y before changing banking info or transfering money).
- marmot777 8y agoHow does attachment whitelisting work? That sounds promising.
- badrabbit 8y agoThat's typically done by mime type and extension. For example,outlook/exchange won't let you send/receive windows executables as attachments at most companies.
- marmot777 8y agoI've never worked for a large company but it sounds like a sound policy across the board for businesses and organizations large and small, and perhaps even the major mailbox providers (e.g., gmail)?
- 00N8 8y ago'Con' comes from the phrase 'confidence scheme'. Phishing is simply the most up to date version of the confidence scheme, using modern communication tech to achieve the same end - subverting the mark's context & communication expectations so they'll unwittingly give up secrets or money
- throwawaylalala 8y agoThe solution is simple technically but complicated socially. Simply, never send a customer a link for them to click. Instead, tell them to go to your site and to log in; then ensure anything important is easily found.
- alexhutcheson 8y agoThis would work if everyone did it, but one website doing it in isolation seems unlikely to have much impact. Even if you have a very clearly spelled out "We will never send links" policy, your customers interact with dozens of websites and are unlikely to specifically remember your policy when they read the email.
- throwawaylalala 8y agoWhich is why it's easy technically, hard socially.
- marmot777 8y agoBad guys won't follow this sort of rule.
- wepple 8y agoThe point is, you could hopefully train users that a link in an email is an unusual and suspect behavior. And/or start disabling rendering of links in email.
- marmot777 8y agoYes, I think you’re right. Despite the established potential threat, many people still don’t think twice about clicking on links. I think you’re on to something. It starts micro and hopefully becomes the norm at some point.
- bks 8y agoIf you are looking for a straightforward way to protect users from phishing, consider rewriting the URLS in their messages and check their clicks in real time against databases of phishing feeds. You can check against - Google Safe Browser, Phishtank and other free phishing feeds if you don't have the money for real-time databases or proactive site scrapers. This is one of the ways that we protect the end user from Phishing at https://www.phishprotection.com https://www.phishprotection.com - part of the magic is to do a bunch of sanitization before accepting the message including strict SPF, DKIM, DMARC validation / virus protection at the edge / and watching the registration of SSL certificates for commonly exploited domains https://blog.0day.rocks/catching-phishing-using-certstream-97177f0d499a https://blog.0day.rocks/catching-phishing-using-certstream-9... If anyone is interested we rewrite URLs to match your domain name - something like linkcheck.yourdomain.com (protected by LetsEncrypt) and if you ever decide to leave you can export out the re-written URLs and redirect your domain to your own servers. If you'd like to give it a try, feel free to let me know.
- dmbaggett 8y agoLike phishing awareness training, this is a good practice. We actually offer URL rewriting to our customers, but there are some UX downsides to it so not everyone wants it. One big issue with GSB, Phishtank, OpenPhish, etc. as "the solution" is that, again, it's trivial for attackers to thwart these threat feeds. Using the same approach spammers have been implementing for 20 years now, the attacker just needs to randomize the URL in each sent email. Then when you report the phishing link in your copy, it helps no one else. One could imagine a system that reverses the patterns used by the URL generation scripts -- we actually do this for DGAs ("domain generation algorithms") -- but even trying to be clever like this just puts you back in an arms race with the attackers. So I don't think URL "whack-a-mole" is the right answer either. I believe you need the software to straight-up identify fraudulent emails from first principles. (Not saying it's easy.)
- marmot777 8y agoYes, spammers learned to switch IP addresses very quickly. The email filters became more sophisticated ways of identifying your spam from a different IP addresss and even from a different domain name. Spammers could run but not hide. I think I see a LOT less spam that actually gets to my inbox than in years past. Hats off to those who worked hard on making an incredible amount of progress on hard provlems, and continue to plow ahead.
- marmot777 8y agoHow helpful do you think full implementation of email authentication: SPF, DKIM, and DKMARC (p=reject)? I know it does not help against close mispellings, but it at least prevents spoofing the actual domain name. Is email authentication an important part of mitigating phishing?
- carapace 8y agoWe're just too damn lazy to use encryption and authentication. It's that simple, and that brutal.
- k_vi 8y agoI use localbitcoins.com and recently was fooled into giving away credentials even with 2fa enabled. Their ingenious method almost got me. New message from LocalBitcoins support ticket #570241. --- Your most recent attempt to access your private support ticket was rejected due to: INVALID AND/OR EXPIRED CREDENTIALS. Please try again, you have (2) attempts remaining. --- This account has been flagged as high-risk after receiving a support ticket submitted by another user regarding the following ad: ONLINE_SELL #2322 - Bank Transfer Please review and reply to this ticket as soon as possible to help us further investigate this matter. Failure to access this ticket may result in the suspension and/or revocation of your account until contact is made. --- Best regards, LocalBitcoins --- To access this ticket, visit: https://localbitcoins.help/support/reply/570241/ https://localbitcoins.help/support/reply/570241/ For security and privacy reasons this ticket may not be accessible without proper authentication due to the sensitive information involved.