Pinned Tweet
"I don’t know how or when my soul will leave this world. But when that time comes, please don't cry for me, and don't feel sorrow. Just remember me in your prayers. THAT’S ALL I’LL EVER NEED."
صفر الزمن retweeted
WTF. DeepSeek says a single V4.1-Flash cluster processes 155 TRILLION tokens per day.
Its production setup uses 8-GPU prefill nodes, 64–128-GPU decoding supernodes, and KV-cache retention beyond 72 hours.
Now it is open-sourcing DeepInfer, the serving framework behind that stack, with speculative decoding, MoE expert parallelism, optimized kernels and asynchronous scheduling.
It supports both Nvidia SM100 GPUs and Huawei Ascend 950 NPUs.
🚀 Introducing DeepInfer, our in-house inference framework, now fully open source!
Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable.
🔗 github.com/deepseek-ai/DeepI…
1/4
صفر الزمن retweeted
🚀 Introducing DeepInfer, our in-house inference framework, now fully open source!
Powering DeepSeek-V4.1-Flash at scale with high throughput and low latency. We’re sharing our production stack to help the community lower compute costs, reduce energy use, and make AI more affordable.
🔗 github.com/deepseek-ai/DeepI…
1/4
صفر الزمن retweeted
1/ Business logic bugs are some of the best-paying bugs in bug bounty, and scanners often miss them.
Here's how I hunt them 🧵
صفر الزمن retweeted
10 GitHub repos for AI-driven offensive security.
Autonomous pentesting, vuln discovery, exploit development, prompt injection, and MCP security.
Strix — Multi-agent pentesting: recon, exploitation, PoC validation.
github.com/usestrix/strix
Shannon — Source-aware web/API pentesting with exploit-backed findings.
github.com/KeygraphHQ/shanno…
PentAGI — Multi-agent orchestration for automated offensive workflows.
github.com/vxcontrol/pentagi
Buttercup — AI-assisted fuzzing, vuln discovery, and automated patching.
github.com/trailofbits/butte…
Vulnhuntr — LLM-driven source analysis and attack-relevant call-chain tracing.
github.com/protectai/vulnhun…
ExploitGym — Exploit-development benchmark for AI agents: userspace, V8, Linux kernel.
github.com/sunblaze-ucb/expl…
AgentDojo — Prompt-injection attack/defense benchmark for tool-using agents.
github.com/ethz-spylab/agent…
Snyk Agent Scan — Security analysis of AI agents, MCP servers, and agent skills.
github.com/snyk/agent-scan
Promptfoo — LLM/agent red teaming: injection, data leakage, unsafe tool use.
github.com/promptfoo/promptf…
PyRIT — Automated adversarial testing of generative AI systems.
github.com/microsoft/PyRIT
Two attack surfaces: AI agents as offensive operators, and AI agents as exploitation targets.
صفر الزمن retweeted
FROM INTERNET
1)$6,500 for Sending an Object Instead of a String: MongoDB Operator Injection to Account Takeover
medium.com/@t4nv1/6-500-for-…
2)Hashgate — picoCTF Write-up | Understanding MD5 Hashes and Access Control
medium.com/@affanhaxor/hashg…
3)A 403 Bypass Worth $900: How a Semicolon Exposed API Documentation
medium.com/@papjm/a-403-bypa…
4)Meet Acurist: A Terminal-Native AI Agent Built for Offensive Security
imapurbo.medium.com/meet-acu…
5)Easy Logic Bugs: How I Bypassed Two “Unbypassable” Checks in Production Systems
medium.com/@ziad22mohammad/e…
6)How I Found Account Enumeration on Two Endpoints of a Social Platform
medium.com/@Rahul.Masal/how-…
7)CVE-2024–48914_Attack
medium.com/@SilentExploit/cv…
8)Cross-Origin postMessage DOM XSS: From a Missing Origin Check to Authenticated Account Compromise
medium.com/@redhunter01/cros…
9)From “Just an Error” to Full Read/Write Access on Someone Else’s Data
mostafa0x.medium.com/from-ju…
10)Account Takeover: How Attackers Actually Steal Accounts
medium.com/@raksharoot/accou…
#bug #bugs #bugbounty #bugbountytip #bugbountytips #hacking #hacker #ethicalhacking #ethicalhacker #ethicalhackers #cybersecurity
صفر الزمن retweeted
Bug Bounty Tip: SSTI via Template Signals
Look for:
User input reflected in rendered pages, email templates, and PDF generators - check name fields, message bodies, and report exports
Test payload:
{{7*7}} - a rendered 49 in the response confirms server-side template injection
صفر الزمن retweeted
Blueprint to Becoming a Web Application Security Tester 🚀
Stepping into Web Application Security (AppSec) and Penetration Testing can feel overwhelming. There are endless tools, frameworks, and vulnerabilities to learn.
If you want to move from beginner to a confident, practical security tester, you don’t need to learn everything at once you need a structured roadmap.
Here is a complete blueprint outlining everything you need to know, master, and practice right now:
صفر الزمن retweeted
Remember when you ran subdomain enumeration and only got back 4 boring subdomains? You start thinking, "Great, the attack surface is tight. Nothing to see here." 🛑
Two weeks ago, I was running a penetration testing assessment, and exact same thing happened.
Surface-level recon looked like a ghost town.
Instead of stopping there, I shifted focus. I started digging deeper into hidden directories, endpoint paths, and API token handling.
Within minutes, brute-forcing with tools like dirsearch and auditing the app's authorization headers blew the scope wide open:
Hidden admin portals left unlinked
Insecure JWT implementations exposing operator roles
Complete absence of security headers (CSP, HSTS, X-Frame-Options)
Ran a scan towards vulnbank.org itself
this does the trick "dirsearch -u vulnbank.org"
what the scan unearthed:
• /.env (200 OK):
• /api/docs/ & /graphql (200 OK):
• /console (200 OK):
• Configuration Backups (wp-config.php.*):
A wave of sensitive backup, old, and swap files (.bak, .zip, .swp) left behind by developers.
The attack surface is always larger than what the default recon shows you. Surface-level enumeration is just the entrance exam.
Part 2 of our Android kernel exploit chain (CVE-2023-20938): the stale read returns garbage until you control what reclaims the freed slot.
Land the right object there and it hands back a live kernel pointer instead. That’s your KASLR bypass.
eshard.com/blog/kernel-uaf-2…
صفر الزمن retweeted
Don't just focus on main.js >>>>>
Found these token and secret in utlils.js , allowing unauthenticated access to a backend API endpoint.
I have seen people focusing on some upper layer js files but never see runtime js files but look its worth it ......
#bugbounty #cybersec
صفر الزمن retweeted
Bug Bounty Tip: Rate Limit Bypass via Header Spoofing
Look for:
POST /login or POST /send-otp returning 429 Too Many Requests.
Test by rotating headers per request: X-Forwarded-For: 1.1.1.1, X-Real-IP, X-Originating-IP, X-Client-IP, CF-Connecting-IP, True-Client-IP - or path tricks like /login, /login/, /login%00, /Login, /api/v1/login vs /api/v2/login.
If the limit resets with each spoofed value, it may indicate Rate Limit Bypass, enabling brute-force of passwords, OTPs, or coupon codes at scale.
For more tips join our Telegram channel: t.me/bugbountyusa
#BugBounty #RateLimitBypass #BruteForce #HeaderSpoofing #InfoSec
صفر الزمن retweeted
At this point I think HackerOne is using AI to make these decisions.
Revoking access based on "report activity in the past 90 days"? Will that actually stop AI slop?
Submitting reports means you're actively hacking. Valid or duplicate, doesn't matter. Penalizing activity makes no sense.
What would make bug bounty great again:
1. Fix bugs faster. Hackers can't find what's already patched.
2. Hold programs accountable. Bugs unresolved for years should cost the program, not the hacker.
3. Ban slop submitters. 15 informative or AI-slop reports in a row = ban.
4. Reward proven hackers. Higher reputation = more report slots and priority support tickets 🎟️
#bugbounty
صفر الزمن retweeted
🐛 Bug Bounty Writeup
• Command Injection: When the Shell Runs Your Input: medium.com/@raksharoot/comma…
• One Race Condition, Nine Projects, One Shared Data: medium.com/@Khouf/one-race-c…
• Why developers should never trust a null origin (Portswigger CORS lab #2 ): medium.com/@dwedar98/why-dev…
• Intercept HTTP Traffic Using Bettercap | Ethical Hacking Tutorial: medium.com/@pentesterclubpvt…
• Logistics Company Admin Panel Compromise: medium.com/@l4zz3rj0d/logist…
• Insecure Direct Object Reference (IDOR) — Unauthorized Product Price Modification: medium.com/@mo.muwafak2001/i…
• How to Find Business Logic Vulnerabilities in Web Apps: Step-by-Step Bug Bounty Guide: meetcyber.net/how-to-find-bu…
• IDOR in a Third-Party AI Chat Widget: Sensitive Data Exposure: infosecwriteups.com/idor-in-…
• TCP Flags Explained: Attack Vectors, Real-World Risks & Cybersecurity Mitigation: medium.com/@zoningxtr/tcp-fl…
صفر الزمن retweeted
A debugger can read memory, modify state, and control execution. MCP exposes that power to AI agents.
A source-level investigation of x64dbg, GhidraMCP, and IDA Pro MCP: authentication flaws, tool privileges, and prompt-injection risks.
صفر الزمن retweeted
I built a tool to audit API security and tested it on a vulnerable target. Here’s what it found in seconds.
As an Application Security engineer, I often see critical API vulnerabilities stem from two places: misconfigured JWT authentication and missing basic HTTP security headers.
Instead of manually testing endpoints every time, I developed TokenAudit a lightweight Python security auditor and ran it against vulnbank.org @Vulnbank created by @commando_skiipz .
Here’s a breakdown of the output and what it means:
1. Cryptographic Weakness WarningsWhile brute-forcing common secrets against the target's JWT signature, TokenAudit triggered explicit InsecureKeyLengthWarning alerts (RFC 7518 Section 3.2). The HMAC signing keys were under the 32-byte minimum requirement, exposing the application to potential offline key recovery attacks.
2. Complete Lack of Security HeadersScanning the endpoint revealed a complete absence of defense-in-depth HTTP headers:
Content-Security-Policy (CSP): ABSENT (Leaves the app vulnerable to XSS payload execution)
Strict-Transport-Security (HSTS): ABSENT (Allows protocol downgrade/SSL stripping attacks)❌
X-Frame-Options: ABSENT (Leaves endpoints open to Clickjacking)❌
X-Content-Type-Options: ABSENT (Allows MIME-sniffing exploits)💻
Terminal Output: in the image below
Building custom AppSec tools helps bridge the gap between understanding vulnerabilities and automating defense at scale.
The project is completely open source.
Check out the repository or star it here:🔗 github.com/gabbytech01/token…
Most web applications trust JWTs blindly until they get compromised.
When auditing APIs, I noticed how often developers leave critical blind spots: vulnerable alg: none headers, weak hardcoded HMAC secrets (secret, 123456), and missing security headers (CSP, HSTS) on endpoints.
Instead of manually checking every time, I built TokenAudit—a lightweight, modular Python-based AppSec tool designed to automate JWT vulnerability scanning and API security header checks.
What it does:
🔍Inspects unverified token headers and payloads
⚡Automatically stress-tests symmetric algorithms against common weak secrets
🚦Evaluates API endpoints for missing protective HTTP headers
Built with Python, structured for clean architecture, and open-source on GitHub.
Check out the repo, drop a star, or let me know what features you'd add next:
🔗github.com/gabbytech01/token…
صفر الزمن retweeted
Endpoints hide where the bugs live. My endpoints-extractor script pulls URLs and API endpoints from HTML, #JavaScript, and #JSON content. Built for bug bounty hunters who want deeper attack surface discovery.
Explore it here: github.com/yogsec/endpoints-…
#bugbounty #recon #pentesting #infosec #github
welcome.cgi → root.
Ivanti Connect Secure CVE-2026-104935. Zero-day. ITW. KEV.
UTA0576 chain (Volexity):
• public welcome.cgi + X-DSCGI-PATH → hit protected wu.cgi unauth
• zip-upload race → execute the Perl before delete
• dsinvoked + in-memory lib patch → root
• ICT misses it (memory-only, restored)
Creds, LAPS, BitLocker keys, then log wipe. No webshell needed - commands ride the HTTPS channel.
Writeup: volexity.com/blog/2026/10/13…
Patch now. Assume breach if you were on 22.8R2.4 / 25.1.x. Memory + network forensics, not just ICT.
Who still trusts “edge appliance = safe”?
#InfoSec #VPN #Ivanti
صفر الزمن retweeted
PaperCut NG: pre-auth RCE through an authentication bypass and a Scan-to-Fax execution path.
WT-2026-0143 bypasses page validation in Apache Tapestry 3. CVE-2026-82077 abuses an attacker-controlled fax connector path to reach OS command execution.
Chain demonstrated on 26.0.4-PO build 76508.
labs.watchtowr.com/death-by-…

























