binary-analysis

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#binary-analysis

Ghidra + CBMC = Assembly Model Checker

Lobsters Hottest ↗ · 3d ago Cached

ASMC 是一个将 Ghidra 的 p-code 汇编语义提升到 CBMC GOTO IR 的开源工具,用于对 x86-64 汇编进行有界模型检查,支持汇编验证、翻译验证与 C 级规格断言等多种用途。

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#binary-analysis

[P] asmsense: 228k stripped x86-64 functions with source-aware labels, and a map of the data we still lack. [P]

Reddit r/MachineLearning ↗ · 3d ago

asmsense is a dataset of 228k stripped x86-64 functions with source-aware labels plus a Qwen3-8B+LoRA model for naming and describing functions in stripped binaries, along with a detailed roadmap of missing data such as ARM64/RISC-V support and GCC/ELF builds.

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#binary-analysis

@LinearUncle: So many hardcore reverse engineers abroad! Highly recommending this powerful agent-based reverse engineering IDE called Eleven: 1. Focuses on reversing binary apps, including: Mac/iOS, Linux ELF, Windows PE, Android APK, etc.; 2. Built on top of the recently viral REA reverse engineering library + binary reverse engineering tools

X AI KOLs Timeline ↗ · 6d ago Cached

A recommendation for Eleven, an open-source agent-first reverse engineering IDE platform that supports macOS/Windows/Linux, Mach-O/ELF/PE binaries, and Android APK analysis. It is built on top of Ghidra/REA/Rizin and jadx, and can connect to any AI agent supporting the ACP protocol (such as Claude, Codex, or Cursor), driving the UI via MCP tools for code interpretation, renaming, and patch suggestions.

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#binary-analysis

When LLM Decompilers Recompile More and Preserve Less

Lobsters Hottest ↗ · 2026-10-12 Cached

论文指出 LLM 反编译器以可重编译性和重执行性作为主要指标时会产生误导:代码虽然能通过所有自带测试,却可能在其他合法输入上行为发散甚至使已披露漏洞悄然消失。作者提出 Decompile-Diverge 行为比较预言机,通过合成驱动程序和模糊测试语料检测行为差异,发现部分系统发散率高达 13%。

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#binary-analysis

@Sosweet2580: Topping GitHub: REA — One npx Command Teaches Claude Code Reverse Engineering 90k Stars: Ask Directly About Binaries / Electron / APKs Without Source Code, Get Back an Evidence Chain DX-Ball Case: Rebuilt Algorithm Passes 3205 Original x86 Tests

X AI KOLs Timeline ↗ · 2026-10-12 Cached

The open-source project REA (Reverse Engineer Anything), which topped GitHub's daily trending chart, gives coding agents like Claude Code reverse engineering capabilities in the form of an MCP Server. With a single npx command, it can analyze and reconstruct source-less binaries, Electron apps, and APKs, returning results with a full evidence chain.

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#binary-analysis

@realfxw: AI is completely reshaping the game rules of low-level reverse engineering. The recently open-sourced REA (Reverse Engi…

X AI KOLs Timeline ↗ · 2026-10-04 Cached

The open-sourced REA (Reverse Engineer Anything) encapsulates a low-level reverse engineering toolchain—native binary decompilation, dynamic execution tracing, and cross-stack logic replication—into AI Agent plug-ins via MCP and CLI, reshaping how automated agents approach binary analysis while raising challenges around obfuscation, clean-room design, and verification.

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#binary-analysis

Datalog Disassembly (2020)

Lobsters Hottest ↗ · 2026-10-01 Cached

A USENIX Security 2020 paper presenting Datalog Disassembly, a rule-based approach that recovers function boundaries and calls in stripped binaries by leveraging contextual, code-based features encoded as Datalog facts, outperforming prior disassembly heuristics.

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#binary-analysis

"Huge implications - binaries are now basically editable code"

Reddit r/singularity ↗ · 2026-09-06

GPT has saturated ValsAI's SRE benchmark, which tests whether AI models can reverse engineer software from binaries, suggesting advanced decompilation capabilities that effectively make compiled code editable.

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#binary-analysis

Interactive pattern discovery in binaries (FF-16-TUI)

Hacker News Top ↗ · 2026-08-28 Cached

FF-16-TUI is an interactive static analysis tool that finds frequently occurring 16-bit patterns in binary files to help locate structures and understand file layout.

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#binary-analysis

Visual Analysis of Binary Files

Hacker News Top ↗ · 2026-08-26

The article explores methods for visually analyzing binary files, which can aid in tasks like reverse engineering and cybersecurity.

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#binary-analysis

tmp.0ut volume 5

Lobsters Hottest ↗ · 2026-08-23 Cached

tmp.0ut volume 5 is a tech publication featuring articles on low-level programming, ELF format manipulation, viruses, kernel patches, and other hacking-related topics.

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#binary-analysis

ProgramBench Vetted: Reverse Engineering from a Runnable Binary

Hacker News Top ↗ · 2026-08-20 Cached

ProgramBench Vetted is a benchmark with 50 tasks that evaluate AI agents on reconstructing programs from runnable binaries, designed to study long-context coordination and enable dense reward for reinforcement learning.

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#binary-analysis

Psychological Warfare in Reverse Engineering

Hacker News Top ↗ · 2026-08-07 Cached

REpsych is a proof-of-concept toolset that generates images through a program's control flow graph, allowing source images to be translated into functioning programs whose CFG renders the image in reverse engineering tools like IDA Pro.

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#binary-analysis

@GitHub_Daily: When facing APK reverse engineering, should you use jadx or apktool? For binary analysis, should you go with IDA or Ghidra? These are the analysis tools that reverse engineering developers need to choose from when facing different targets — pick wrong and all your effort is wasted. reverse-skill leaves these choices to AI A…

X AI KOLs Timeline ↗ · 2026-08-05 Cached

reverse-skill is a cybersecurity skill routing package for AI Agents. It automatically selects reverse engineering toolchains (such as jadx, apktool, IDA, Ghidra) based on the target, covering APK reverse engineering, binary analysis, frontend encryption cracking, malware, penetration testing, CTF, and more. It has earned 16,000+ stars.

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#binary-analysis

DDisasm: Reversible (bi-directional) Disassembler

Hacker News Top ↗ · 2026-08-03 Cached

DDisasm is a fast and accurate disassembler that produces reassemblable assembly code using datalog logic programming, supporting multiple ISAs and binary formats.

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#binary-analysis

REFORGE: A Method for Benchmarking LLMs' Reverse Engineering Capabilities in Decompiled Binary Function Naming

arXiv cs.AI ↗ · 2026-07-13 Cached

REFORGE is a novel pipeline for benchmarking LLMs' reverse engineering capabilities, specifically for decompiled binary function naming, that addresses reliability issues in binary-to-source alignment under compiler optimization.

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#binary-analysis

The case of the mysterious changes to integers when there shouldn’t have been any code generation effect

The Old New Thing (Raymond Chen) ↗ · 2026-07-10 Cached

A developer discovers that swapping two equivalent macros caused unexpected integer changes in unrelated functions, and the blog post investigates the mystery, questioning an LLM's explanation about control flow guard.

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#binary-analysis

@cevenif: Reverse engineering used to be the crown jewel of the hacker world – now it's been packaged into a skill set and shoved right at AI's mouth!! Just drop in a routing.md, and AI automatically knows which path to take for security tasks: APK reverse engineering, IDA static analysis, front-end JS cracking, firmware penetration, EDR bypass, exploit chains…

X AI KOLs Timeline ↗ · 2026-07-09 Cached

This project is an AI skill routing package for reverse engineering and penetration testing. Through routing.md, it enables AI to automatically select the appropriate tools and methods, lowering the barriers to security offense and defense.

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#binary-analysis

@Jolyne_AI: When it comes to binary analysis or malware reverse engineering, commercial tools often cost thousands of dollars for a license, while free tools frequently have unfriendly interfaces and steep learning curves. Why not give Cutter a try? It's an open-source reverse engineering platform that gives you a professional-grade, completely free analysis environment out of the box. It features a clean, intuitive visual interface and supports Python/C++...

X AI KOLs Timeline ↗ · 2026-07-02 Cached

Cutter is an open-source reverse engineering platform that provides a professional, free analysis environment with support for multi-platform binary analysis and plugin extensibility.

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#binary-analysis

@vibeeeng: ONE OF THE MOST EFFECTIVE SKILLS RIGHT NOW IS REVERSE ENGINEERING You don't need the source code of a software. You tak…

X AI KOLs Timeline ↗ · 2026-06-28 Cached

This tweet explains the effectiveness of reverse engineering skills, citing examples like stopping a $4 billion cyberattack and exposing NSA tools, and describes the technical process of converting binary to assembly.

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