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Cybersecurity x AI News Roundup

Your AI Assistant Might Be Working for Someone Else

Fri 20 February 2026
Your AI Assistant Might Be Working for Someone Else

Copilot and Grok repurposed as C2 channels, Cline supply chain attack installed AI agents on 4,000 dev machines, and AI found 12 zero-days in OpenSSL.

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ai security cybersecurity-x-ai
Cybersecurity x AI News Roundup

AI Agents Under Attack

Sat 07 February 2026
AI Agents Under Attack

AI security roundup: Claude finds 500+ vulns in open-source libs, LLMs conduct autonomous network breaches, and AI agent attack surfaces keep expanding.

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ai security cybersecurity-x-ai
Misc

Building a session retrospective skill for Claude Code

Sun 01 February 2026

A Claude Code skill that reads the session JSONL history and generates a human-readable markdown retrospective covering problems, decisions, and key takeaways.

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claude-code tools ai +1 more
Cybersecurity x AI News Roundup

Developer Tools Are the New Attack Surface

Sat 31 January 2026
Developer Tools Are the New Attack Surface

VS Code AI extensions with 1.5M installs stealing source code, 175K Ollama servers exposed globally, and AI running autonomous multi-stage network attacks.

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ai security cybersecurity-x-ai
Tools

Running AI agents in a box because I don't trust them

Fri 30 January 2026

Claudecker is my Docker wrapper for Claude Code that isolates AI agents from my host with network lockdown, per-project custom images, and SSH agent forwarding.

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docker ai claude-code +2 more
misc

Classifying More With Less: New VGL4NT Update

Sat 20 May 2023
Classifying More With Less: New VGL4NT Update

How I doubled VGL4NT's malware packer classification capacity without extra GPU by using task decomposition to run multiple specialized models in parallel.

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packers malware machine_learning ml update vgl4nt
misc

Classifying Malware Packers Using Machine Learning

Sat 22 April 2023
Classifying Malware Packers Using Machine Learning

How I built VGL4NT, a machine learning classifier that identifies malware packers like UPX, Themida, and MPRESS with 94% accuracy using image-based ML models.

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artificial_intelligence machine_learning
Malware Analysis

Adding Automation to Blue-Jupyter Malware Notebook

Mon 23 January 2023
Adding Automation to Blue-Jupyter Malware Notebook

Automating malware sample discovery with a Jupyter notebook that downloads from Malware Bazaar and runs Capa capability analysis on each sample automatically.

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malware re jupyter
misc

Malware sandbox evasion in x64 assembly by checking ram size - Part 2

Mon 15 August 2022
Malware sandbox evasion in x64 assembly by checking ram size - Part 2

Implementing sandbox evasion via GlobalMemoryStatusEx in x64 assembly, including how to manually calculate C struct sizes and pass pointers on the stack.

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malware sandbox evasion +2 more
misc

Malware sandbox evasion in x64 assembly by checking ram size - Part 1

Mon 08 August 2022
Malware sandbox evasion in x64 assembly by checking ram size - Part 1

Implementing the malware sandbox evasion technique of checking RAM size using GetPhysicallyInstalledSystemMemory, converted from C to x64 Windows assembly.

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malware sandbox evasion +2 more
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AccidentalRebel

AccidentalRebel

Juan Karlo Licudine

Defense-first security engineer who builds tools and thinks like an attacker. Now focused on where AI and security collide.

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© AccidentalRebel. Defense-first security engineer who builds tools and thinks like an attacker. Now focused on where AI and security collide.
  • LinkedIn
  • GitHub