Cisco Can Now Sniff Out Malware Inside Encrypted Traffic (theregister.co.uk)
Simon Sharwood, writing for The Register: Cisco has switched on latent features in its recent routers and switches, plus a cloud service, that together make it possible to detect the fingerprints of malware in encrypted traffic. Switchzilla has not made a dent in transport layer security (TLS) to make this possible. Instead, as we reported in July 2016, Cisco researchers found that malware leaves recognisable traces even in encrypted traffic. The company announced its intention to productise that research last year and this week exited trials to make the service -- now known as Encrypted Traffic Analytics (ETA) -- available to purchasers of its 4000 Series Integrated Service Routers, the 1000-series Aggregation Services Router and the model 1000V Cloud Services Router 1000V. Those devices can't do the job alone: users need to sign up for Cisco's StealthWatch service and let traffic from their kit flow to a cloud-based analytics service that inspects traffic and uses self-improving machine learning algorithms to spot dodgy traffic.
...malware is torrents.
They are not analyzing payload/application data, this is not possible with end-to-end. They are not analyzing metadata, as most malware C&C now pretends to be web traffic. So how? Packet sizes and frequency? This would be trivial for malware creators to circumvent.
But what happens when they detect something?
That's wonderful news. I wonder how long it will be until Cisco caves to NSA pressure and starts looking for other "mal"traffic as well. And then how long until Russia learns how to do it as well.
I suppose this the the banks (hubs of the financial world) being made to detect money laundering by the pattern and size / frequency of money transfers. They don't know about the source or nature of the transaction underlying the money, just that when it obeys certain flows, they're supposed to flag it.
productise productise productise !
"Malware" can't be the only thing... Can the same algorithms not be used to detect bomb-making instructions, racism, and counter-revolutionary activities?
In Soviet Washington the swamp drains you.
They can recognize traffic patterns in TLS streams, created by malware on IP connected devices.
They can't detect the malware itself in the stream.
This just sounds really fishy to me. What's the encryption, A Ceaser cypher? The whole point of modern encryption is that the same input renders wildly different outputs. Their is no pattern to speak of. I'm sorry, I'm just not buying it... (figuratively or literally)
You can sniff packets without decrypting them and tell the difference between "regular" data and "malicious" data? Smells like BS to me.
and this time it's not just my hygiene
"switched on latent features in its recent routers and switches"
and
"users need to sign up for Cisco's StealthWatch service and let traffic from their kit flow to a cloud-based analytics service that inspects traffic and uses self-improving machine learning algorithms to spot dodgy traffic"
it's what is NOT being revealed that truly is scary
https://www.cisco.com/c/dam/en...
"Encrypted Traffic Analytics extracts four main data elements: the sequence of packet lengths and times, the byte distribution, TLS-specific features and the initial data packet."
You know ... the stuff that can't be encrypted, as the routing systems have to be able to read it to do their job.
Like IP headers, timing, patterns in those, etc. (Like, if you identified a malware server or subnet, it doesn't matter if the traffic to/from it is encrypted. It's gonna be malware traflic.)
Well, probably the logical thing to do: they set the evil bit.
Nae king! Nae laird! Nae yurrupiean pressedent! We willna be fooled again!
This seems somewhat "old news" certain applications still have fingerprints on packets that can be detected even if you can't read the data being exchanged.
Our Sophos XG firewall does this with many different torrent applications, and it ends up blocking non-VPNed, but still encrypted connections.
I'm a little sketchy about the "upload your traffic to us" part, but I guess that allows for more analysis across more hsots
SV
I will not give in to the terrorists. I will not become fearful.
They can MAYBE recognize characteristics of a type of traffic (smtps look different than a torrent), but they can NOT decrypt TLS traffic, no matter how much they want to sell that...
as far as traffic analysis location, maybe those submarines and those big fiber cables on the ocean floor is a place to start.
i figured it was about time for their version of fail2ban en mass at the megapops in the emerald city (not seattle) -- just follow the yellow brick road.
But unlike Alexander Peter Kowalski's retarded BS this works for all devices behind it.
Also it looks at certs which is another level of detection.
I would also be willing to bet that they are looking at destination address not host name which can be wildcarded so that the over 6x10^98 host names for a domain that can all point to the same IP would be blocked instead of being let through like your work does.
So not entirely like your bloated, overly complex, poorly designed work.
They probably don't have to create a new version of their software either when new TLDs are added.
Granted they will mostly be playing catch up like your work does but their distrust of self signed certs at least makes them somewhat proactive so unlike you they may actually stop something before it is known.
What they actually can do is recognize TLS tunnels created and used my malware. They cannot detect anything in the encrypted stream of data. The way this works is carefully observing how exactly the TLS tunnel was established. This apparently differs enough between different implementations, that typical code used by malware for this purpose becomes identifiable.
Of course, as soon as the malware-makers just use more standard code, their tunnels become unrecognizable as well.
Caveat: I read the abstract, but not the paper.
Most ACs are not even worth the keystrokes to insult them. Be generically insulted by this and ignored otherwise.
Obvious failure of encryption if it leaks critical information.
Pure BS. A sales gimmick. Look at us. buy the latest and greatest overpriced hardware.
It seems you cannot encrypt the evil bit.
https://www.ietf.org/rfc/rfc3514.txt
You know which ones. Say them out loud.
Fortinet and Palo Alto Networks have been doing this for years. Both can also decrypt SSL in real time (one better than they other, but who is counting right?) So this is a bit of a silly post. Looks like marketing to me.
See subject & APK Hosts File Engine 10++ SR-1 32/64-bit https://www.google.com/search?hl=en&source=hp&biw=&bih=&q=%22APK+Hosts+File+Engine%22+and+%22start64%22&btnG=Google+Search&gbv=1/
Ads/script/malware rob speed/security/privacy/bandwidth.
Hosts add speed (via hardcodes/adblocks), security (vs. bad sites/malware/poisoned dns), reliability (vs. dns down), & anonymity (vs. dns requestlogs/trackers).
Less power/cpu/ram + IO use vs. DNS/routers/addons/antivir + less security bugs/complexity & faster vs. av/addons/routers/remote dns!
Avoids DNSChangers in routers/IP settings & dns redirect (99++% of ISP DNS != patched vs. it) + DNS tracking & lighten DNS load & resolve faster via local RAM!
* Via what u NATIVELY have in a FASTER kernelmode IP stack (does more w/ less).
APK
P.S. - Safe https://www.virustotal.com/en/file/e01211ca36aa02e923f20adee0a3c4f5d5187dc65bdf1c997b3da3c2b0745425/analysis/1433430542/ (self check vs. infection built-in)
See subject & APK Hosts File Engine 10++ SR-1 32/64-bit https://www.google.com/search?hl=en&source=hp&biw=&bih=&q=%22APK+Hosts+File+Engine%22+and+%22start64%22&btnG=Google+Search&gbv=1/
Ads/script/botnets/malware rob speed/security/privacy/bandwidth.
Hosts add speed (via hardcodes/adblocks), security (vs. bad sites/malware/poisoned dns), reliability (vs. dns down), & anonymity (vs. dns requestlogs/trackers).
Less power/cpu/ram + IO use vs. DNS/routers/addons/antivir + less security bugs/complexity & faster vs. av/addons/routers/remote dns!
Avoids DNSChangers in routers/IP settings & dns redirect (99++% of ISP DNS != patched vs. it) + DNS tracking & lighten DNS load & resolve faster via local RAM!
* Via what u NATIVELY have in a FASTER kernelmode IP stack (does more w/ less).
APK
P.S. - 99++% of malware/botnet C&C use hostnames... apk
typical vorporate manager idiocy: gotta occasionally announce fantastic new stuff to keep shareholders happy.
Unfortunately, unlike suddenly pretending you have something to do with blockchains (to trick idiot investors into thinking you are a cheap way to get in on the "Bitcoin revolution") this is a stupid play with potential repercussions for the innocent.
This "digital fingerprinting" stuff has got to end, and that end can begin by admitting what it REALLY is: sloppy guesses made by glancing at a subset of the data. This is the sort of garbage that results in DMCA takedown notices being mass-issued because some automated system "thought" a bunch of home videos and such were actually ripped-off Hollywood junk, or that sorts photos and decides that black people are really monkeys (real examples of these screw-ups).
It SHOULD be obvious to any computer person that not looking at ALL the data means you are going to miss some of the data and thus miss the differences or make faulty conclusions about the content.
I predict that this concept will ring alarm bells for a lot of normal traffic.
My company uses Trend Antivirus. In their wisdom, they turned on the "heuristic" behavior detection mode. Now, every time our software team writes software that renames a file, it has to be excluded from Trend's scanners. Apparently, ransomware does a lot of file renaming, therefore, any software that renames a lot of files is suspect.
So far, anti-malware isn't very good at detecting "suspicious" patterns, in my experience.
See subject: Wildcards create FALSE POSITIVES for innocents in a domain OR IP range. I target specifics avoiding that!
New gTLD's get added (tld's removed too) so I update (also vs. false positives too).
Your non-existent vaporware doesn't do ANYTHING (& you did better than MY program? Prove it)!
You say I copied my ware in other posts. I didn't. I based it off the GREAT Dr. Bruce Krell's C design PORTING that idea, not his code, to PASCAL (it's ALL api, even his), stupid!
BLOAT & OVERLY COMPLEX? It's minimal as possible for Win32/64 via straight lean API WinMain hWnd create, msgpass receive/dispatch, scheduler, threads, timer registrations + CreateWindowEx control creation 'on-the-fly'!
APK
P.S.=> Bottom line: You're TOO STUPID TO LIVE & proven on your FAULTY hypothesis (not even theory, no proof) https://yro.slashdot.org/comments.pl?sid=11532533&cid=55833641/ ... apk
Respected security pros disagree w/ your bs totalling you & your stupidity https://it.slashdot.org/comments.pl?sid=11605299&cid=55916039/ you UNIDENTIFIABLE do-nothing hotair windbag blowhard "ne'er-do-well" snowflake!
Our /. peers also disagree w/ you too https://linux.slashdot.org/comments.pl?sid=11578773&cid=55884901/
* BOTTOM-LINE: Thanks for making ME look GOOD @ your expense you UNIDENTIFIABLE "ne'er-do-well" DO NOTHING troll!
APK
P.S.=> Lastly - FACT: You WISH you were me - the "Lord of Hosts" (so-to-speak) vs. a "jealous jowie" (lol) you are instead - & it's YOUR fault you lazy entitled SNOWFLAKE troll, not mine... apk
See subject: Nothing "cures all" & links in my post led to respected security pros saying hosts = good security https://developers.slashdot.org/comments.pl?sid=11549257&cid=55839269/ & I wouldn't WANT to be your peer - you're an UNIDENTIFIABLE anonymous "ne'er-do-well" mere TROLL do-nothing hotair spewing windbag bs artist + as I said - you're TOO STUPID to live & LEARN TO READ & click on a link w/ SOLID EVIDENCE that trashes you.
FACT: I'm YOUR SUPERIOR!
* I merely state fact that hosts do MORE for FAR LESS natively for FREE vs. other "so-called 'solutions'"...
APK
P.S.=> ... By using what you already have that's proven since 1973 iirc vs. ILLOGICALLY "Bolting on 'MoAr'" riddled w/ security issues (Antivirus/DNS/routers) + slowdowns & complexity for exploitation or crippled to not work by default that use more & do less (addons) vs. hosts in faster kernelmode... apk
See subject: Respected security pros agree w/ me https://developers.slashdot.org/comments.pl?sid=11549257&cid=55839269/ & so do /.ers https://linux.slashdot.org/comments.pl?sid=11578773&cid=55884901/ - NOT YOU, loser.
&
"YOUR KIND" (UNIDENTIFIABLE anonymous TROLL "ne'er-do-wells") merely READ & SPIT BACK things on /. on Program Whitelists https://tech.slashdot.org/comments.pl?sid=11579085&cid=55887967/ that are EASILY BEATEN via DLL injection or loading explorer.exe OR services w/ malicious extensions for hiding from whitelists, you by-rote DIMWIT stooge!
APK
P.S.=> I spent DECADES doing software development professionally as a programmer-analyst/software engineer & before + during that timeframe also as a network admin & DBA too (part of the job) - have you? Prove it.
I do it the leanest/meanest way an UNIDENTIFIABLE anonymous do-nothing "ne'er-do-well" bs artist like you can't even UNDERSTAND https://it.slashdot.org/comments.pl?sid=11605299&cid=55920951/ ) - you've done BETTER? Prove it... apk
See subject: ... & you've done nothing BETTER than I have. You're a mindless "spit back what I read & understand + create zero" by-rote DOLT & a do nothing unidentifiable anonymous trolling "ne'er-do-well"!
(I easily defeated all you spewed this exchange - hence your WEAK illogical ad hominem attacks, lol! They're "the best 'your kind' has...)
* Security pros say hosts = good security per a link in my last post (& I've even OVERTURNED 9 antivirus companies FALSE POSITIVES on MY hosts program too having them rescind/retract it which CLEARLY PROVES I AM BETTER THAN THEY ARE @ THIS GAME w/out question) & our /. peers like + use my work praising it too - NOT YOUR NON-EXISTENT BULLSHIT.
APK
P.S.=> The HUGE DIFFERENCE between someone like myself & a "by-rote menial" (if that in you) in yourself?
Minus guys like ME??
"YOUR KIND" = helpless in the art & science of computing - we create the tools you merely USE, user... apk
Lol
An oversight, surely?
See subject? It's truth. You're not worth it (but I will here now as you need to hear this) - You're clearly a whacko psycho who is VERY ILL mentally in your constantly stalking me, not even on topic & YOU want '3 letters' 4U?
Pronouce them -> "FAQ" (albeit phonetically vs. alphabetically as if they were an acronym).
* LMAO!
(I'm sure even a loon like YOU will be able to manage that & "get it"... hope it makes you pissed even more (which, clearly, you MUST be stalking me constantly out of some obviously INSANE motivation on your part (seeing as you have to 'hide' by UNIDENTIFIAIBLE anonymous posts + stalk me/downmod bomb me via your doubtless MANY sockpuppet account names here on /. - yes, I know the LOW "mechanics" of "your kind" online, & you DO them & you KNOW it (how can you live w/ yourself having NO PRIDE or skills which is YOUR fault) as I've seen it 1,000's of times by the time you got out of diapers in this life)).
I mean, LOOK @ YOU NOW? Childish "wanting attention" for what?? Being a "ne'er-do-well" BOGUS TROLL on your part as always?? Please - do yourself a FAVOR & grow up or get over your 'butthurt' (which you caused for yourself as I have obviously PUBLICLY ANNIHILATED YOU BEFORE & your sorry ass can't handle it like a man).
APK
P.S.=> "Onwards & UPWARDS" = me & not you (not ever, & you KNOW it plus constantly prove it vs. myself, lol)... apk