Adam Bates Yuile

2.5K posts

Adam Bates Yuile

@AdamBatesOrg

Associate Professor researching computer security at the University of Illinois at Urbana-Champaign. All opinions are my own.

Champaign, IL Katılım Temmuz 2015

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Adam Bates Yuile@AdamBatesOrg·24 Şub

🚨CARBANAKv2 🚨EDR/XDR/Provenance dataset with dwell time, lateral movement, naturalistic background activity now available at bitbucket.org/sts-lab/carban… !! Try the @PrismNdss26 interactive tutorial colab notebook to explore the attack!

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Adam Bates Yuile@AdamBatesOrg·22 Mar

How can we reasonably expect AI researchers to read a canonical literature when they’re not expected to read (or write) their own papers?

Renaud Foucart@RenaudFoucart

New rule: if your insightful comment on AI was already in this super cool 1977 paper about "AI is becoming so powerful it will change the world as we know it," you lose. (1/10)

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Adam Bates Yuile@AdamBatesOrg·21 Mar

FYI threat detection/investigation community -- I was sleeping on this and know from @PrismNdss26 that some groups are redundantly developing this architecture r/n. Probably better to build on top of @Livermore_Lab's WinTap system: gdo-wintap.llnl.gov

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Adam Bates Yuile retweetledi

Shao-Hua Sun@shaohua0116·18 Mar

497 ICML 2026 submissions got desk rejected because their authors served as a reviewer but violated the policy of the use of LLMs. #ICML2026

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Adam Bates Yuile@AdamBatesOrg·27 Şub

Sure is a lot of hoopla for a pico on a palmetto bug

Defence Index@Defence_Index

🇩🇪 JUST IN: Germany just unveiled real life “cyborg insects” built for the battlefield. Developed by SWARM Biotactics, the system fuses live insects with neural interfaces, AI, and onboard sensors, turning them into stealth micro recon units. Field tested within a year, these bio hybrids are quieter than drones, highly mobile, and capable of slipping into places machines can’t reach. The future of surveillance just got smaller.

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Adam Bates Yuile@AdamBatesOrg·24 Şub

@adityagp Neat! While still in preprint, I suggest changing buzzy phrasing to something more culturally sensitive — experiential knowledge, institutional knowledge, etc.?

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Aditya Parameswaran@adityagp·23 Şub

New preprint on arming data agents with what we call _tribal knowledge_ — the kind of knowledge one accumulates on the job as a data analyst or data engineer. Our approach is fully **bolt-on**, with impressive results atop existing approaches. To correct agentic misconceptions, we show that tribal knowledge needs to be (a) structured, and (b) be provided to agents in a piecemeal, context-dependent manner. This is an important component in our agent-first data systems agenda. Take a look! Led by Shubham Agarwal @_asimbiswal @SepantaZeighami w/ colleagues @profjoeyg @alvinkcheung arxiv.org/abs/2602.13521

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Adam Bates Yuile@AdamBatesOrg·23 Şub

“The PIDS Research Workflow is Painful” I feel so seen! 😭 Tristan Bilot presenting PIDSMaker at @PrismNdss26

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Adam Bates Yuile@AdamBatesOrg·23 Şub

Woohoo! The inaugural @PrismNdss26 is underway.

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Adam Bates Yuile@AdamBatesOrg·23 Şub

If you want to drop in on @PrismNdss26 today we’re off the beaten path — by the deli just past the Ruth’s Chris’s’s’s steakhouse! 😂

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Adam Bates Yuile@AdamBatesOrg·21 Şub

@MuhammadAdilIn1 @PrismNdss26 @akulgoyal00 TL;DR -- @PrismNdss26 is basically a gift-wrapped starter kit for conducting effective systems research on real-world security operations, an area that frankly needs more attention and talent. Join us!

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Adam Bates Yuile@AdamBatesOrg·21 Şub

@MuhammadAdilIn1 @PrismNdss26 @akulgoyal00 This work joins a ton of other amazing talks about sophisticated threat analysis and how to conduct applied and rigorous research in the area. Tutorials on on push-button PIDS evaluations, threat intelligence extraction, and development of new attack engagements. 🧵

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Adam Bates Yuile@AdamBatesOrg·21 Şub

At @NDSSSymposium for the Monday workshops? I *can’t tell you* how excited I am for the inaugural @PrismNdss26. I’ve asked my poor students to engage in a lot of (largely thankless) work developing community resources the past few years. We’re bringing it all to PRISM. 🧵

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Adam Bates Yuile@AdamBatesOrg·10 Tem

Congrats to our student author @MuhammadAdilIn1 and collaborators at Broadcom Carbon Black. Preprint available here: arxiv.org/pdf/2405.04691

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Adam Bates Yuile@AdamBatesOrg·10 Tem

We demonstrate comparable alert triage rates to costly provenance analysis -- 84% global reduction in false alerts -- by examining an alert-triggering process' *instantaneous* context. By foregoing provenance, we are able to process thousands of alerts per sec.

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Adam Bates Yuile@AdamBatesOrg·10 Tem

Excited to share that our lightning fast EDR alert triage system, Carbon Filter, has been (conditionally) accepted to appear at #RAID2025!

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Adam Bates Yuile@AdamBatesOrg·14 May

Don’t know where you’re sitting but Stefan complimented our research agenda. ; ) #JustSaying #ieeesp25 @IEEESSP

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Keşfet

@PrismNdss26 @Livermore_Lab @adityagp @_asimbiswal @SepantaZeighami @profjoeyg @alvinkcheung @MuhammadAdilIn1