A Comparative Review of Embedding based Binary Code Search Techniques
Deepbits Technology
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All posts →Benchmarking DeepDiff Against BinDiff on Stripped and Cross-Compiler Binaries
We compare DeepDiff and Google BinDiff across 21 binary pairs to measure function matching under compiler changes, stripped static code, and code movement between symbols.
Lessons from Building Agentic Binary Analysis, Part 1: LLMs Skim, They Don't Explore.
The most fundamental failure mode of LLM-powered binary analysis: models evaluate binaries by their most obvious features and stop there. This post walks through how Dr. Binary addresses it with an exhaustive analysis tool that processes every function before the LLM draws any conclusions.
Agentic Binary Analysis: When AI Becomes the Analyst
Exploring how autonomous AI agents are revolutionizing binary code analysis through self-directed reasoning, collaborative multi-agent systems, and adaptive threat detection strategies that operate without human intervention.