
Security Researcher @cybity_ click 3x on - https://xitter.cf/t.co/T6HsiEbXze
ap-south-1
Joined September 2021
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my AI can click any links blindly and then says opps I just downloaded something harmful let me clean that up. oh yes honeypots say no to opsec
Stage 1 heap leak no offsets needed.
Stage 2 libphp leak: needs the correct ZVAL_PTR_DTOR offset.
Stage 3 RCE: needs the correct zif_system offset.
The catch here is those offsets are specific to the targets PHP build.
Bug Bounty POC | Race Condition TOCTOU in Invite and API-Key Quota Enforcement.
youtu.be/GsXOIGyDSK8
We had a security breach last night related to a large scale distillation attack that impacted 1.4% of OpenCode Console users
We have notified them all this morning via email. If you did not get an email you were not impacted, it was a subset of users who had external providers linked
The incident is ongoing so we cannot share more details at this point but we are working with Anthropic, OpenAI, and Google to remediate
day 7 : today I learn about LLM functional calling attacks with insecure implements, Excessive agency and Insecure function to get the system access.
also I got my account back thanks @OpenAI
Bug bounty is a field where no one gets jealous when someone else does well. Cause Deep down we all know you might get lucky once, but ultimately, it comes down to skill in the long run even if you're running multiple VMs packed with hacker AI bots
Day 5 : so now learning web sec actually helps in hacking AI. I am not saying it myself its all what I study in AI output attacks it might be less common to see output attacks now but do you all remember in early days everyone was popping xss on deepseek.
Day 3 & 4 : after learning all that jailbreaking I need to practice it somewhere :D so I am now enrolled in hackthebox AI red teaming. it is mostly basic maybe cause it is old but I see it got more cool attack vectors. the goal is to find one bug in the real AI Env for fun
Day 2: done with Indirect Prompt Injection & Jailbreaking!
I believe indirect prompt injection is becoming a major attack vector for organizations adopting AI. LLMs can struggle to distinguish trusted instructions from untrusted content retrieved from external sources.
Now imagine combining this with a subdomain takeover. If an attacker controls a webpage an AI agent retrieves, they could potentially use it to deliver indirect prompt injection.
The real risk? AI agents connected to organizational data, tools, and workflows.
i did not add jailbreaks methods but there are the ones which really get me started
Most popular one DAN : github.com/0xk1h0/ChatGPT_DAβ¦
Role play : make AI your granny or something and then let it go brrr the good and bad thing is that humans always lies arxiv.org/pdf/2402.03299
Day 1 spend whole night solving HTB steam machine. Finally Started my journey of Hacking AI, started with direct prompt injection i find these 3 research papers intresting arxiv.org/pdf/2509.05883, arxiv.org/pdf/2307.06865 & arxiv.org/pdf/2211.09527
All the direct prompt injection i learn so far are
The old school one asking ai to 1) forget all the previous instructions and do X 2) giving rules 3) translate in different languages 4) story telling 5) finding error/spell check 6) tldr 7) encoding.
. @grok can you expand the list of my direct prompt injection attacks with one examples for each. (Only for direct prompt injection, no indirect ones) And add one new research on direct prompt injection.






