AFL, LibFuzzer, Input Generation, Vulnerability Discovery

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IntelliSA: An Intelligent Static Analyzer for IaC Security Smell Detection Using Symbolic Rules and Neural Inference
arxiv.org·5h
🔍Static Analysis
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Bypassing Gemma and Qwen safety with raw strings
teendifferent.substack.com·3d·
Discuss: Substack
🔓Binary Exploitation
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understanding LSM trees via read, write, and space amplification
bitsxpages.com·11h·
Discuss: Substack
🧠Memory Models
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Randomization in Typst
idraluna-archives.bearblog.dev·14h
🎮Bevy
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Prompt-Driven UI: Building Production-Ready Login Pages with AgnosticUI & AI
dev.to·11h·
Discuss: DEV
🦋Tauri
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MLSN #18: Adversarial Diffusion, Activation Oracles, Weird Generalization
lesswrong.com·1d
🏠Self-hosted AI
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Multi-Modal Program Verification in Velvet
proofsandintuitions.net·1d·
Discuss: Hacker News
🔗Dependent Types
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Making a Language
thunderseethe.dev·11h
🏭Code Generation
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There's a secret computer inside your computer
xda-developers.com·13h
🔍eBPF
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Project Aletheia: Verifier-Guided Distillation of Backtracking for Small Language Models
arxiv.org·5h
💻Local LLMs
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Soundness bugs in Rust libraries: can't live with 'em, can't live without 'em
docs.rs·18h·
Discuss: Hacker News
⚠️Unsafe Rust
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I decided to make a worse UUID for the pettiest of reasons.
gitpush--force.com·2d·
📦Binary Formats
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Exploring Text Compression
denvaar.dev·1d
🗜️Compression Algorithms
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Designing a Programming Language for the Desert
futhark-lang.org·18h·
Discuss: Hacker News
⚙️LLVM
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Sandboxing
code.claude.com·17h·
Discuss: Hacker News
🔓Binary Exploitation
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LLMs Under Siege: The Red Team Reality Check of 2026
eddieoz.com·13h·
Discuss: Hacker News
🚀MLOps
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The Helpful Adversary
dev.to·1d·
Discuss: DEV
🔓Binary Exploitation
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Patterns All the Way Down: A Generalization for Graph-Like Things
medium.com·17h·
Discuss: Hacker News
📝Parser Combinators
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9M6/vulnsink: A CLI tool that wraps SAST scanners and uses LLMs to filter false positives and automatically fix security issues.
github.com·1d·
Discuss: Hacker News
🔍Static Analysis
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Accessibility Input Protocol (`a11y_input_v1`) (#149) · Issues · wayland / wayland-protocols
gitlab.freedesktop.org·23h·
Discuss: Hacker News
🔗CoT Prompting
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