PentesterLab

PentesterLab

@pentesterlab.com

We make learning web hacking and security easier. Online systems, code review, videos & courses that can be used to understand, test and exploit bugs!

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๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿญ๐Ÿฏ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Only one entry but definitely worth reading! โ˜๏ธ ๐—ฅ๐—ฒ๐—บ๐—ผ๐˜๐—ฒ ๐—–๐—ผ๐—บ๐—บ๐—ฎ๐—ป๐—ฑ ๐—˜๐˜…๐—ฒ๐—ฐ๐˜‚๐˜๐—ถ๐—ผ๐—ป ๐—ถ๐—ป ๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ ๐—–๐—น๐—ผ๐˜‚๐—ฑ ๐˜„๐—ถ๐˜๐—ต ๐—ฆ๐—ถ๐—ป๐—ด๐—น๐—ฒ ๐——๐—ถ๐—ฟ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ๐˜† ๐——๐—ฒ๐—น๐—ฒ๐˜๐—ถ๐—ผ๐—ป This one is a real tour de force: flatt.tech/research/pos....

flatt.techRemote Command Execution in Google Cloud with Single Directory DeletionIntroduction Hello, Iโ€™m RyotaK (@ryotkak ), a security engineer at GMO Flatt Security Inc. A while ago, I participated in the Google Cloud VRP bugSWAT, a live hacking event organized by Google. During...

PentesterLab reposted

๐Ÿง‘โ€๐ŸŽ“ Learning of the day for me, once again thanks to @pentesterlab.com (for the presentation of the behavior and the code review lab) and Claude (for the detailed explanation). #appsec #appsecurity

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿญ๐Ÿฎ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ AI doing research, AI killing CTF ๐Ÿค– ๐—ง๐—ฒ๐˜€๐˜๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—ณ๐—ผ๐—ฟ ๐—ฉ๐˜‚๐—น๐—ป๐—ฒ๐—ฟ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต: ๐Ÿฐ ๐—”๐—ฝ๐—ฝ๐—ฟ๐—ผ๐—ฎ๐—ฐ๐—ต๐—ฒ๐˜€ & ๐—ช๐—ต๐—ฒ๐—ฟ๐—ฒ ๐—œ ๐—™๐—ฎ๐—ถ๐—น๐—ฒ๐—ฑ If you can only read one thing this week, make it this article: xclow3n.github.io/post/7.

xclow3n.github.ioTesting AI for Vulnerability Research: 4 Approaches & Where I Failed | xclow3nTested 4 AI-assisted approaches for finding vulnerabilities over one week. Found real bugs โ€” 14 confirmed vulns in one target in 20 minutes. Also burned time on an approach that found nothing useful. ...
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๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿญ๐Ÿฎ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ AI doing research, AI killing CTF ๐Ÿค– ๐—ง๐—ฒ๐˜€๐˜๐—ถ๐—ป๐—ด ๐—”๐—œ ๐—ณ๐—ผ๐—ฟ ๐—ฉ๐˜‚๐—น๐—ป๐—ฒ๐—ฟ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† ๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต: ๐Ÿฐ ๐—”๐—ฝ๐—ฝ๐—ฟ๐—ผ๐—ฎ๐—ฐ๐—ต๐—ฒ๐˜€ & ๐—ช๐—ต๐—ฒ๐—ฟ๐—ฒ ๐—œ ๐—™๐—ฎ๐—ถ๐—น๐—ฒ๐—ฑ If you can only read one thing this week, make it this article: xclow3n.github.io/post/7.

xclow3n.github.ioTesting AI for Vulnerability Research: 4 Approaches & Where I Failed | xclow3nTested 4 AI-assisted approaches for finding vulnerabilities over one week. Found real bugs โ€” 14 confirmed vulns in one target in 20 minutes. Also burned time on an approach that found nothing useful. ...

๐Ÿ› ๏ธ ๐—›๐˜†๐—ผ๐—ธ๐—ฒ๐˜๐˜€๐˜‚ โ€“ ๐—ฆ๐—ผ๐—น๐˜ƒ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ฉ๐—ฒ๐—ป๐—ฑ๐—ผ๐—ฟ ๐——๐—ฒ๐—ฝ๐—ฒ๐—ป๐—ฑ๐—ฒ๐—ป๐—ฐ๐˜† ๐—ฃ๐—ฟ๐—ผ๐—ฏ๐—น๐—ฒ๐—บ ๐—ถ๐—ป ๐—ฅ๐—˜ Reversing Java and C# applications just became a lot easier thanks to the SearchLight Cyber team (ex: Assetnote): slcyber.io/research-cen....

slcyber.ioHyoketsu โ€“ Solving the Vendor Dependency Problem in RE โ€บ Searchlight CyberThe Long Decompilation Process Over the last eight or so years of performing security research at Assetnote, our research team has looked at countless enterprise applications that ship with hundreds, ...

A commit meant to "strengthen the crypto" in FreshRSS ended up removing the need for a correct password. Why? Longer SHA-256 nonce + bcrypt truncation at 72 bytes. A nice example of why secure systems are about composition, not just stronger primitives. pentesterlab.com/blog/freshrs...

pentesterlab.comHow "Strengthening Crypto" Broke Authentication: FreshRSS and bcrypt's 72-Byte LimitAs part of our CVE monitoring, we came across GHSA-pcq9-mq6m-mvmp (CVE-2025-68402), an authentication bypass in FreshRSS, a self-hosted RSS aggregator. It ...

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿญ๐Ÿฌ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ A great mix of content this week! ๐Ÿ”’ ๐—œ๐—ฟ๐—ผ๐—ป๐—–๐˜‚๐—ฟ๐˜๐—ฎ๐—ถ๐—ป: ๐—” ๐—ฃ๐—ฒ๐—ฟ๐˜€๐—ผ๐—ป๐—ฎ๐—น ๐—”๐—œ ๐—”๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜ ๐—•๐˜‚๐—ถ๐—น๐˜ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ฒ ๐—ณ๐—ฟ๐—ผ๐—บ ๐˜๐—ต๐—ฒ ๐—š๐—ฟ๐—ผ๐˜‚๐—ป๐—ฑ ๐—จ๐—ฝ Niels Provos (from OpenBSD's systrace) is sharing a new tool to sandbox your AI assistant: www.provos.org/p/ironcurtai....

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โ›“๏ธโ€๐Ÿ’ฅ ๐—”๐˜‚๐˜๐—ต๐—ฒ๐—ป๐˜๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—•๐˜†๐—ฝ๐—ฎ๐˜€๐˜€ ๐—ถ๐—ป ๐—ฝ๐—ฎ๐—ฐ๐Ÿฐ๐—ท Another issue with a library leveragining JWT: www.codeant.ai/security-res....

codeant.aiCVE-2026-29000: Critical Auth Bypass in pac4j-jwt: Full PoC Using Only a Public KeyCodeAnt AI found a critical authentication bypass in pac4j-jwt where an attacker can impersonate any user using only the RSA public key. Full PoC and disclosure.

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿญ๐Ÿฌ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ A great mix of content this week! ๐Ÿ”’ ๐—œ๐—ฟ๐—ผ๐—ป๐—–๐˜‚๐—ฟ๐˜๐—ฎ๐—ถ๐—ป: ๐—” ๐—ฃ๐—ฒ๐—ฟ๐˜€๐—ผ๐—ป๐—ฎ๐—น ๐—”๐—œ ๐—”๐˜€๐˜€๐—ถ๐˜€๐˜๐—ฎ๐—ป๐˜ ๐—•๐˜‚๐—ถ๐—น๐˜ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ฒ ๐—ณ๐—ฟ๐—ผ๐—บ ๐˜๐—ต๐—ฒ ๐—š๐—ฟ๐—ผ๐˜‚๐—ป๐—ฑ ๐—จ๐—ฝ Niels Provos (from OpenBSD's systrace) is sharing a new tool to sandbox your AI assistant: www.provos.org/p/ironcurtai....

๐Ÿšฅ ๐—บ๐—ถ๐˜๐—บ๐—ฝ๐—ฟ๐—ผ๐˜…๐˜† ๐—ณ๐—ผ๐—ฟ ๐—ณ๐˜‚๐—ป ๐—ฎ๐—ป๐—ฑ ๐—ฝ๐—ฟ๐—ผ๐—ณ๐—ถ๐˜: ๐—œ๐—ป๐˜๐—ฒ๐—ฟ๐—ฐ๐—ฒ๐—ฝ๐˜๐—ถ๐—ผ๐—ป ๐—ฎ๐—ป๐—ฑ ๐—”๐—ป๐—ฎ๐—น๐˜†๐˜€๐—ถ๐˜€ ๐—ผ๐—ณ ๐—”๐—ฝ๐—ฝ๐—น๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ง๐—ฟ๐—ฎ๐—ณ๐—ณ๐—ถ๐—ฐ A write-up on how to use mitmproxy: www.synacktiv.com/en/publicati....

synacktiv.commitmproxy for fun and profit: Interception and Analysis of Applicationmitmproxy for fun and profit: Interception and Analysis of Application

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿต, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Mostly AI... ๐Ÿ’ป ๐—•๐—ฟ๐—ผ๐˜„๐˜€๐—ฒ๐—ฟ-๐—•๐—ฎ๐˜€๐—ฒ๐—ฑ ๐—ฃ๐—ผ๐—ฟ๐˜ ๐—ฆ๐—ฐ๐—ฎ๐—ป๐—ป๐—ถ๐—ป๐—ด ๐—ถ๐—ป ๐˜๐—ต๐—ฒ ๐—”๐—ด๐—ฒ ๐—ผ๐—ณ ๐—Ÿ๐—ก๐—” Leveraging Local Network Access to create a port scanner! wiki.notveg.ninja/tools/lna-po....

wiki.notveg.ninjaBrowser-Based Port Scanning in the Age of LNA

โ›ˆ๏ธ ๐˜ƒ๐—ถ๐—ป๐—ฒ๐˜…๐˜: ๐—ฉ๐—ถ๐—ฏ๐—ฒ-๐—›๐—ฎ๐—ฐ๐—ธ๐—ถ๐—ป๐—ด ๐—–๐—น๐—ผ๐˜‚๐—ฑ๐—ณ๐—น๐—ฎ๐—ฟ๐—ฒ'๐˜€ ๐—ฉ๐—ถ๐—ฏ๐—ฒ-๐—–๐—ผ๐—ฑ๐—ฒ๐—ฑ ๐—ก๐—ฒ๐˜…๐˜.๐—ท๐˜€ ๐—ฅ๐—ฒ๐—ฝ๐—น๐—ฎ๐—ฐ๐—ฒ๐—บ๐—ฒ๐—ป๐˜ It's raining bugs in the cloud. A great example of agent capabilities on a never-seen-before target: www.hacktron.ai/blog/hacking....

hacktron.aivinext: Vibe-Hacking Cloudflare's Vibe-Coded Next.js ReplacementCloudflare built a Next.js replacement in a week with AI for $1100. We pointed Hacktron at it to find what the tests missed.

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿด, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Java x2, Go, JWT and a sprinkling of AI ๐Ÿฆซ ๐—–๐—ง๐—™๐˜๐—ถ๐—บ๐—ฒ.๐—ผ๐—ฟ๐—ด / ๐—ท๐˜‚๐˜€๐˜๐—–๐—ง๐—™ [*] ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฌ / ๐—š๐—ผ-๐—ณ๐˜€ / ๐—ช๐—ฟ๐—ถ๐˜๐—ฒ๐˜‚๐—ฝ A cool Golang quirk via an unintended CTF solution ctftime.org/writeup/25852.

ctftime.orgCTFtime.org / justCTF [*] 2020 / Go-fs / WriteupCTF writeups, Go-fs
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โ˜•๏ธ ๐—–๐—ฉ๐—˜-๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ-๐Ÿฌ๐Ÿฒ๐Ÿฌ๐Ÿฏ: ๐—ฆ๐—ฒ๐—ฐ๐—ผ๐—ป๐—ฑ-๐—ข๐—ฟ๐—ฑ๐—ฒ๐—ฟ ๐—ฆ๐—ค๐—Ÿ ๐—œ๐—ป๐—ท๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—ถ๐—ป ๐—›๐—ถ๐—ฏ๐—ฒ๐—ฟ๐—ป๐—ฎ๐˜๐—ฒ ๐—จ๐—ฃ๐——๐—”๐—ง๐—˜/๐——๐—˜๐—Ÿ๐—˜๐—ง๐—˜ (๐—œ๐—ป๐—น๐—ถ๐—ป๐—ฒ๐—œ๐—ฑ๐˜€๐—ข๐—ฟ๐—–๐—น๐—ฎ๐˜‚๐˜€๐—ฒ๐—•๐˜‚๐—ถ๐—น๐—ฑ๐—ฒ๐—ฟ) A bit of a stretch but an interesting insight into Hibernate: www.herodevs.com/blog-posts/c....

herodevs.comHeroDevs Blog | CVE-2026-0603: Second-Order SQL Injection in Hibernate UPDATE/DELETE (InlineIdsOrClauseBuilder)CVE-2026-0603 is a high-severity second-order SQL injection vulnerability in Hibernate ORM caused by unsafe ID inlining during UPDATE and DELETE operations. Learn impact, root cause, and remediation.

๐Ÿค– ๐—จ๐˜€๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฟ๐—ฒ๐—ฎ๐˜ ๐—บ๐—ผ๐—ฑ๐—ฒ๐—น๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—ฝ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜ ๐—ถ๐—ป๐—ท๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐˜๐—ผ ๐—ฎ๐˜‚๐—ฑ๐—ถ๐˜ ๐—–๐—ผ๐—บ๐—ฒ๐˜ The team at Trail of Bits is sharing some key learnings from their audit of Comet (AI browser) blog.trailofbits.com/2026/02/20/u....

blog.trailofbits.comUsing threat modeling and prompt injection to audit CometTrail of Bits used ML-centered threat modeling and adversarial testing to identify four prompt injection techniques that could exploit Perplexityโ€™s Comet browser AI assistant to exfiltrate private Gma...

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿด, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Java x2, Go, JWT and a sprinkling of AI ๐Ÿฆซ ๐—–๐—ง๐—™๐˜๐—ถ๐—บ๐—ฒ.๐—ผ๐—ฟ๐—ด / ๐—ท๐˜‚๐˜€๐˜๐—–๐—ง๐—™ [*] ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฌ / ๐—š๐—ผ-๐—ณ๐˜€ / ๐—ช๐—ฟ๐—ถ๐˜๐—ฒ๐˜‚๐—ฝ A cool Golang quirk via an unintended CTF solution ctftime.org/writeup/25852.

ctftime.orgCTFtime.org / justCTF [*] 2020 / Go-fs / WriteupCTF writeups, Go-fs

โ˜•๏ธ ๐—”๐—น๐—บ๐—ผ๐˜€๐˜ ๐—œ๐—บ๐—ฝ๐—ผ๐˜€๐˜€๐—ถ๐—ฏ๐—น๐—ฒ: ๐—๐—ฎ๐˜ƒ๐—ฎ ๐——๐—ฒ๐˜€๐—ฒ๐—ฟ๐—ถ๐—ฎ๐—น๐—ถ๐˜‡๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—ง๐—ต๐—ฟ๐—ผ๐˜‚๐—ด๐—ต ๐—•๐—ฟ๐—ผ๐—ธ๐—ฒ๐—ป ๐—–๐—ฟ๐˜†๐—ฝ๐˜๐—ผ ๐—ถ๐—ป ๐—ข๐—ฝ๐—ฒ๐—ป๐—ง๐—ฒ๐˜…๐˜ ๐——๐—ถ๐—ฟ๐—ฒ๐—ฐ๐˜๐—ผ๐—ฟ๐˜† ๐—ฆ๐—ฒ๐—ฟ๐˜ƒ๐—ถ๐—ฐ๐—ฒ๐˜€ What an adventure in Java Deserialisation... slcyber.io/research-cen....

slcyber.ioAlmost Impossible: Java Deserialization Through Broken Crypto in OpenText Directory Services โ€บ Searchlight CyberIntroduction We recently found ourselves looking into OpenText Directory Services (OTDS). We had seen it present on our customer's attack surface, and it seemed to be an interesting target. OTDS is a ...

๐Ÿ˜ฑ ๐—ฉ๐˜‚๐—น๐—ป๐—ฒ๐—ฟ๐—ฎ๐—ฏ๐—ถ๐—น๐—ถ๐˜๐˜† ๐——๐—ถ๐˜€๐—ฐ๐—น๐—ผ๐˜€๐˜‚๐—ฟ๐—ฒ: ๐—๐—ช๐—ง ๐—”๐˜‚๐˜๐—ต๐—ฒ๐—ป๐˜๐—ถ๐—ฐ๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐—•๐˜†๐—ฝ๐—ฎ๐˜€๐˜€ ๐—ถ๐—ป ๐—ข๐—ฝ๐—ฒ๐—ป๐—œ๐—— ๐—–๐—ผ๐—ป๐—ป๐—ฒ๐—ฐ๐˜ ๐—”๐˜‚๐˜๐—ต๐—ฒ๐—ป๐˜๐—ถ๐—ฐ๐—ฎ๐˜๐—ผ๐—ฟ ๐—ณ๐—ผ๐—ฟ ๐—ง๐—ผ๐—บ๐—ฐ๐—ฎ๐˜ The exact same vulnerability I found in HarbourJWT but in a much cooler target, still not fixed... insinuator.net/2026/02/jwt-....

insinuator.netVulnerability Disclosure: JWT Authentication Bypass in OpenID Connect Authenticator for Tomcat โ€“ Insinuator.net

New lab: CVE-2026-24895 โ€” FrankenPHP Path Confusion RCE (Unicode) People think "lowercase it" is harmless. In Unicode itโ€™s not. Case folding can do weird mappings (Turkish i, Kelvin signโ€ฆ), and sometimes worse: UTF-8 byte length changes. Hands-on lab: pentesterlab.com/exercises/cv...

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿณ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Parser Differential, TypeScript and AI ๐Ÿ‘‡

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๐Ÿค– ๐—ฅ๐—–๐—˜ ๐—ถ๐—ป ๐—š๐—ผ๐—ผ๐—ด๐—น๐—ฒ'๐˜€ ๐—”๐—œ ๐—ฐ๐—ผ๐—ฑ๐—ฒ ๐—ฒ๐—ฑ๐—ถ๐˜๐—ผ๐—ฟ ๐—”๐—ป๐˜๐—ถ๐—ด๐—ฟ๐—ฎ๐˜ƒ๐—ถ๐˜๐˜† - $๐Ÿญ๐Ÿฌ๐Ÿฌ๐Ÿฌ๐Ÿฌ ๐—•๐—ผ๐˜‚๐—ป๐˜๐˜† A detailed blog post on hacking Antigravity with a lot of interesting details on its inner workings. www.hacktron.ai/blog/hacking....

hacktron.aiRCE in Google's AI code editor Antigravity - $10000 BountyHacktron AI Research Team discovered a critical RCE in Googleโ€™s Antigravity IDE that lets attackers take over your system just by opening a malicious website.

๐Ÿš› ๐—ง๐—ฟ๐—ฎ๐—ถ๐—น๐—ถ๐—ป๐—ด ๐——๐—ฎ๐—ป๐—ด๐—ฒ๐—ฟ: ๐—ฒ๐˜…๐—ฝ๐—น๐—ผ๐—ฟ๐—ถ๐—ป๐—ด ๐—›๐—ง๐—ง๐—ฃ ๐—ง๐—ฟ๐—ฎ๐—ถ๐—น๐—ฒ๐—ฟ ๐—ฝ๐—ฎ๐—ฟ๐˜€๐—ถ๐—ป๐—ด ๐—ฑ๐—ถ๐˜€๐—ฐ๐—ฟ๐—ฒ๐—ฝ๐—ฎ๐—ป๐—ฐ๐—ถ๐—ฒ๐˜€ Probably one of the lesser-known features of HTTP... Trailers. This post provides details on the feature and explains how they can be leveraged to find security issues. www.sebsrt.xyz/blog/trailin....

sebsrt.xyzTrailing Danger: exploring HTTP Trailer parsing discrepanciesTrailing Danger: exploring HTTP Trailer parsing discrepancies

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿณ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Parser Differential, TypeScript and AI ๐Ÿ‘‡

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โš’๏ธ ๐—œ๐—ป๐˜๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐—ถ๐—ป๐—ด ๐—”๐˜‚๐—ด๐˜‚๐˜€๐˜๐˜‚๐˜€: ๐—ข๐—ฝ๐—ฒ๐—ป ๐—ฆ๐—ผ๐˜‚๐—ฟ๐—ฐ๐—ฒ ๐—Ÿ๐—Ÿ๐—  ๐—ฃ๐—ฟ๐—ผ๐—บ๐—ฝ๐˜ ๐—œ๐—ป๐—ท๐—ฒ๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐—ง๐—ผ๐—ผ๐—น Praetorian is back with another tool (one of their 12 Caesars): Augustus... Make sure you check it out! www.praetorian.com/blog/introdu....

praetorian.comIntroducing Augustus: Open Source LLM Prompt Injection ToolExplore LLM fingerprinting and its role in exposing vulnerable Ollama servers online to unauthorized access risks.

๐Ÿคบ ๐—ช๐—ต๐—ฒ๐—ป ๐—ง๐˜„๐—ผ ๐—ฃ๐—ฎ๐—ฟ๐˜€๐—ฒ๐—ฟ๐˜€ ๐——๐—ถ๐˜€๐—ฎ๐—ด๐—ฟ๐—ฒ๐—ฒ: ๐—˜๐˜…๐—ฝ๐—น๐—ผ๐—ถ๐˜๐—ถ๐—ป๐—ด ๐—ค๐˜‚๐—ฒ๐—ฟ๐˜† ๐—ฆ๐˜๐—ฟ๐—ถ๐—ป๐—ด ๐——๐—ถ๐—ณ๐—ณ๐—ฒ๐—ฟ๐—ฒ๐—ป๐˜๐—ถ๐—ฎ๐—น๐˜€ ๐—ณ๐—ผ๐—ฟ ๐—ซ๐—ฆ๐—ฆ If you enjoy parser differential issues, you are going to love this exploit. Don't think "It's a CTF challenge" or "It's just an XSS", read between the lines to find the real gold. blog.voorivex.team/when-two-par....

blog.voorivex.teamblog.voorivex.team

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿณ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Parser Differential, TypeScript and AI ๐Ÿ‘‡

โจ ๐—•๐—ฟ๐—ฒ๐—ฎ๐—ธ๐—ถ๐—ป๐—ด ๐——๐—ผ๐˜„๐—ป ๐—–๐—ฉ๐—˜-๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ-๐Ÿฎ๐Ÿฑ๐Ÿฌ๐Ÿฐ๐Ÿต: ๐—›๐—ผ๐˜„ ๐—ง๐˜†๐—ฝ๐—ฒ๐—ฆ๐—ฐ๐—ฟ๐—ถ๐—ฝ๐˜ ๐—ง๐˜†๐—ฝ๐—ฒ๐˜€ ๐—™๐—ฎ๐—ถ๐—น๐—ฒ๐—ฑ ๐—ป๐Ÿด๐—ป'๐˜€ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† A great explanation of the recent vulnerabilities impacting n8n. If you are working in security on TypeScript projects, it's a must read. hetmehta.com/posts/n8n-ty....

hetmehta.comBreaking Down CVE-2026-25049: How TypeScript Types Failed n8n's Security | hetmehta.comDeep technical analysis of CVE-2026-25049: How type confusion bypassed n8n's security patch and why TypeScript types aren't runtime security boundaries

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿฒ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Busy week! AI, AI, AI and the death of Flash! ๐Ÿค– ๐—ฆ๐—ฒ๐—บ๐—ด๐—ฟ๐—ฒ๐—ฝ'๐˜€ ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ Semgrep released a set of agent skills worth looking into: github.com/semgrep/skills.

github.comGitHub - semgrep/skills: A collection of skills for AI coding agents from SemgrepA collection of skills for AI coding agents from Semgrep - semgrep/skills
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๐Ÿฆ ๐——๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ถ๐—ป๐—ด ๐—ก๐—ฒ๐—ด๐—ฎ๐˜๐—ถ๐˜ƒ๐—ฒ-๐——๐—ฎ๐˜†๐˜€ ๐˜„๐—ถ๐˜๐—ต ๐—Ÿ๐—Ÿ๐—  ๐—ช๐—ผ๐—ฟ๐—ธ๐—ณ๐—น๐—ผ๐˜„๐˜€ That's something I toyed with in 2012 (Monitoring repositories for Fun and Profit - Ruxcon 2012), I used basic rules at the time. Obviously, having LLMs is a game changer for this kind of workload: spaceraccoon.dev/discovering-....

spaceraccoon.devDiscovering Negative-Days with LLM WorkflowsItโ€™s no longer just about reverse-engineering n-days. You can detect vulnerabilities in open-source repositories before a CVE is published - or even if theyโ€™re never published. Hereโ€™s how I built an L...

โšก๏ธ ๐—ช๐—ต๐—ฎ๐˜ ๐—ฅ๐—ฒ๐—ฎ๐—น๐—น๐˜† ๐—ž๐—ถ๐—น๐—น๐—ฒ๐—ฑ ๐—™๐—น๐—ฎ๐˜€๐—ต ๐—ฃ๐—น๐—ฎ๐˜†๐—ฒ๐—ฟ: ๐—” ๐—ฆ๐—ถ๐˜…-๐—ฌ๐—ฒ๐—ฎ๐—ฟ ๐—–๐—ฎ๐—บ๐—ฝ๐—ฎ๐—ถ๐—ด๐—ป ๐—ผ๐—ณ ๐——๐—ฒ๐—น๐—ถ๐—ฏ๐—ฒ๐—ฟ๐—ฎ๐˜๐—ฒ ๐—ฃ๐—น๐—ฎ๐˜๐—ณ๐—ผ๐—ฟ๐—บ ๐—ช๐—ผ๐—ฟ๐—ธ The story of the death of Adobe Flash, a must-read for AppSec practitioners. medium.com/@aglaforge/w....

medium.comWhat Really Killed Flash Player: A Six-Year Campaign of Deliberate Platform WorkThis is what it actually took. From the person who architected and drove Chromeโ€™s Flash deprecation from proposal to the final removal inโ€ฆ

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿฒ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Busy week! AI, AI, AI and the death of Flash! ๐Ÿค– ๐—ฆ๐—ฒ๐—บ๐—ด๐—ฟ๐—ฒ๐—ฝ'๐˜€ ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ Semgrep released a set of agent skills worth looking into: github.com/semgrep/skills.

github.comGitHub - semgrep/skills: A collection of skills for AI coding agents from SemgrepA collection of skills for AI coding agents from Semgrep - semgrep/skills
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๐Ÿšจ ๐—”๐—ป ๐—ถ๐—ป๐˜๐—ฟ๐—ผ๐—ฑ๐˜‚๐—ฐ๐˜๐—ถ๐—ผ๐—ป ๐˜๐—ผ ๐—ฎ๐˜‚๐˜๐—ผ๐—บ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—Ÿ๐—Ÿ๐—  ๐—ฟ๐—ฒ๐—ฑ ๐˜๐—ฒ๐—ฎ๐—บ๐—ถ๐—ป๐—ด Promptfoo is a neat tool to add to your red teaming arsenal: blog.nviso.eu/2026/02/05/a....

blog.nviso.euBoost LLM Security: automated Red Teaming at Scale with PromptfooFind access-control flaws in LLM apps using Promptfoo plugins and strategies.

๐Ÿ› ๏ธ ๐—ฆ๐—ฐ๐—ฎ๐—น๐—ฎ๐—ฏ๐—น๐—ฒ ๐—ฟ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐˜๐—ผ๐—ผ๐—น๐—ถ๐—ป๐—ด ๐—ณ๐—ผ๐—ฟ ๐—ฎ๐—ด๐—ฒ๐—ป๐˜ ๐˜€๐˜†๐˜€๐˜๐—ฒ๐—บ๐˜€ A great post on how to scale tooling for agent: knifecoat.com/Posts/Scalab....

knifecoat.comScalable research tooling for agent systems - KnifeCoatIntro Hello neighbours! There is still little literature on designing offensive research systems and the tools that those systems use. Two likely explanations for this are that teams have internal toโ€ฆ

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿฒ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Busy week! AI, AI, AI and the death of Flash! ๐Ÿค– ๐—ฆ๐—ฒ๐—บ๐—ด๐—ฟ๐—ฒ๐—ฝ'๐˜€ ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ Semgrep released a set of agent skills worth looking into: github.com/semgrep/skills.

github.comGitHub - semgrep/skills: A collection of skills for AI coding agents from SemgrepA collection of skills for AI coding agents from Semgrep - semgrep/skills
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๐Ÿค– ๐—˜๐˜ƒ๐—ฎ๐—น๐˜‚๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐—ฎ๐—ป๐—ฑ ๐—บ๐—ถ๐˜๐—ถ๐—ด๐—ฎ๐˜๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐—ด๐—ฟ๐—ผ๐˜„๐—ถ๐—ป๐—ด ๐—ฟ๐—ถ๐˜€๐—ธ ๐—ผ๐—ณ ๐—Ÿ๐—Ÿ๐— -๐—ฑ๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐—ฒ๐—ฑ ๐Ÿฌ-๐—ฑ๐—ฎ๐˜†๐˜€ This section resumes it: "Opus 4.6 is notably better at finding high-severity vulnerabilities than previous models": red.anthropic.com/2026/zero-da....

arxiv.orgarxiv.org

โ™ฆ๏ธ ๐—–๐—ผ -๐—ฅ๐—ฒ๐—ฑ๐—ง๐—ฒ๐—ฎ๐—บ: ๐—ข๐—ฟ๐—ฐ๐—ต๐—ฒ๐˜€๐˜๐—ฟ๐—ฎ๐˜๐—ฒ๐—ฑ ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐——๐—ถ๐˜€๐—ฐ๐—ผ๐˜ƒ๐—ฒ๐—ฟ๐˜† ๐—ฎ๐—ป๐—ฑ ๐—˜๐˜…๐—ฝ๐—น๐—ผ๐—ถ๐˜๐—ฎ๐˜๐—ถ๐—ผ๐—ป ๐˜„๐—ถ๐˜๐—ต ๐—Ÿ๐—Ÿ๐—  ๐—”๐—ด๐—ฒ๐—ป๐˜๐˜€ If you are working on a "LLM based hacker", you are going to want to read this: arxiv.org/pdf/2602.02164.

arxiv.orgarxiv.org

๐—ฅ๐—ฒ๐˜€๐—ฒ๐—ฎ๐—ฟ๐—ฐ๐—ต ๐—ช๐—ผ๐—ฟ๐˜๐—ต ๐—ฅ๐—ฒ๐—ฎ๐—ฑ๐—ถ๐—ป๐—ด - ๐—ช๐—ฒ๐—ฒ๐—ธ ๐Ÿฒ, ๐Ÿฎ๐Ÿฌ๐Ÿฎ๐Ÿฒ Busy week! AI, AI, AI and the death of Flash! ๐Ÿค– ๐—ฆ๐—ฒ๐—บ๐—ด๐—ฟ๐—ฒ๐—ฝ'๐˜€ ๐—”๐—ด๐—ฒ๐—ป๐˜ ๐—ฆ๐—ธ๐—ถ๐—น๐—น๐˜€ Semgrep released a set of agent skills worth looking into: github.com/semgrep/skills.

github.comGitHub - semgrep/skills: A collection of skills for AI coding agents from SemgrepA collection of skills for AI coding agents from Semgrep - semgrep/skills

๐Ÿคฟ ๐—ฆ๐—ต๐—ฎ๐—ธ๐—ถ๐—ป๐—ด ๐˜๐—ต๐—ฒ ๐— ๐—–๐—ฃ ๐—ง๐—ฟ๐—ฒ๐—ฒ: ๐—” ๐—ฆ๐—ฒ๐—ฐ๐˜‚๐—ฟ๐—ถ๐˜๐˜† ๐——๐—ฒ๐—ฒ๐—ฝ ๐——๐—ถ๐˜ƒ๐—ฒ You may think "just another MCP bug" but this post is actually worth reading: blog.voorivex.team/shaking-the-....

blog.voorivex.teamblog.voorivex.team

PentesterLab reposted

๐Ÿง‘โ€๐ŸŽ“ Learning of the day for me thanks to @pentesterlab.com and Claude. ๐Ÿ”ฌ For the regular expression "[A-z]": In a character class [X-Y], it matches all characters with ASCII codes from X to Y inclusive. So [A-z] means all ASCII characters from 65 (A) to 122 (z). #appsec #appsecurity

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