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Provably unmasking malicious behavior through execution traces

https://arxiv.org/abs/2512.13821
15•PaulHoule•2h ago

Comments

causalmodels•1h ago
Interesting direction but the 98.8% FPR in Table 1 seems like a dealbreaker. Anyone understand what's going on with the contradictory results between the text and tables?
dwattttt•1h ago
> Empirically, CTVP attains very good detection rates with reliable false positives

A novel use of the word "reliable"? Jokes aside, either they mean the FPR as the opposite of what you'd expect, the table is not representative of their approach, or they're just... really optimistic?

Bazel 9.0.0 Release

https://github.com/bazelbuild/bazel/releases/tag/9.0.0
1•agluszak•1m ago•0 comments

A rather unique Aussie web design and hosting company

https://payorpissoff.com/
1•luke_s•1m ago•1 comments

Windows 11 had 20 major update problems in 2025 and and 2026 started badly too

https://www.windowslatest.com/2026/01/21/windows-11-had-20-major-update-problems-in-2025-and-and-...
1•speckx•1m ago•0 comments

Palantir CEO Says Al to Make Large-Scale Immigration Obsolete

https://www.bloomberg.com/news/articles/2026-01-20/palantir-ceo-says-ai-to-make-large-scale-immig...
3•voxadam•4m ago•1 comments

Crypto payment cards surge 22x in daily transactions since late 2024

https://www.theblock.co/post/386371/crypto-payment-cards-inflection-point-daily-transactions-surg...
1•adrianwaj•8m ago•0 comments

Ask HN: Is Linux Safe to Daily drive in 2026?

9•A_Random_Nerd•9m ago•2 comments

Designing Forms That Don't Get in the Way

https://www.souravinsights.com/blog/on-designing-forms
1•SouravInsights•9m ago•0 comments

I Have a Problem

1•ycombadmin2•9m ago•0 comments

Violit – Streamlit but make it stateful

https://github.com/violit-dev/violit
1•runxel•11m ago•0 comments

Rzweb: A complete browser-based reverse engineering platform

https://github.com/IndAlok/rzweb
2•handfuloflight•12m ago•0 comments

Show HN: macOS native DAW with Git branching model

https://www.scratchtrackaudio.com
1•hpen•15m ago•0 comments

Surpassing Transformer Efficiency via Singular Geometric Strikes

https://github.com/MrPan2048/GeometricTransformer/blob/main/README.md
1•MrPan•17m ago•0 comments

Drivers divided on 'American Autobahn' plan to pull speed limits of highways

https://www.the-sun.com/motors/15771542/rapid-act-no-speed-limit-arizona-american-autobahn/
2•rmason•22m ago•3 comments

Using an expensive model made our agent 75% cheaper

https://twitter.com/bwarrn/status/2013761508942192788
2•remolacha•22m ago•1 comments

Notes and Hacks on Germany's Exit Tax

https://eidel.io/notes-and-hacks-on-germanys-exit-tax/
3•danielfoster•22m ago•0 comments

Pentagon moves to cut U.S. participation in some NATO groups

https://www.washingtonpost.com/national-security/2026/01/20/trump-nato-advisory-groups/
3•geox•23m ago•0 comments

Amazon EC2 G7e Instances Accelerated by RTX Pro 6000 Blackwell GPUs

https://aws.amazon.com/blogs/aws/announcing-amazon-ec2-g7e-instances-accelerated-by-nvidia-rtx-pr...
1•my123•24m ago•0 comments

Cow Uses Broom as a Tool

https://www.discovermagazine.com/this-cow-s-multi-purpose-tool-use-challenges-assumptions-about-a...
1•doctor_radium•25m ago•1 comments

Netflix earned $1.5B from ads in 2025

https://www.theverge.com/news/864451/netflix-advertising-revenue-doubled-q4-2025-earnings
4•cdrnsf•26m ago•2 comments

Ordered from Newest to Oldest

1•rupalichikte•27m ago•0 comments

Hackers

1•rupalichikte•27m ago•0 comments

Ask HN: Why are so many rolling out their own AI/LLM agent sandboxing solution?

4•ATechGuy•28m ago•1 comments

Show HN: I figured out how to get consistent UI from Claude Code

https://interface-design.dev/
1•Dammyjay93•36m ago•0 comments

One Killed in train derailment near Barcelona days after deadly rail collision

https://bnonews.com/index.php/2026/01/1-killed-in-train-derailment-near-barcelona-days-after-dead...
1•bob1029•40m ago•0 comments

Show HN: Date Clue – I built a modern version of magazine dating quizzes

https://dateclue.com/
1•renbuilds•41m ago•0 comments

Plastic Waste to Pharmaceuticas: Upcycling Through Ruthenium Semi-Hydrogenation

https://onlinelibrary.wiley.com/doi/10.1002/anie.202521838
1•PaulHoule•41m ago•0 comments

Ask HN: What have you built/shipped with Claude-code

1•blhack•42m ago•0 comments

Digital Omnibus Report V2: Analysis of Select GDPR and EPrivacy Proposals by EC

https://noyb.eu/en/digital-omnibus-report-v2-analysis-select-gdpr-and-eprivacy-proposals-commission
1•buzer•43m ago•0 comments

Penn Calls Government's Demand for Lists of Jewish Staff 'Disconcerting'

https://www.nytimes.com/2026/01/20/us/university-of-pennsylvania-trump-jewish-staff.html
4•duxup•43m ago•1 comments

macOS Stats: Local Privilege Escalation via Exposed XPC Method

https://github.com/exelban/stats/security/advisories/GHSA-qwhf-px96-7f6v
2•inatreecrown2•43m ago•0 comments