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Deepbits

Deep Thinking

AI, cybersecurity, and software supply chain insights from our research team.

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.

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Lessons from Building Agentic Binary Analysis, Part 1: LLMs Skim, They Don't Explore.

Agentic Binary Analysis: When AI Becomes the Analyst

DeepDiff: Next-Generation Binary Diffing for Precise Vulnerability and Patch Detection

In-Depth Review: How Accurate Are Today’s SBOM Tools

Unveiling Third-Party Libraries (and Their Vulnerabilities) in Closed-Source Applications

SBOM FAQ

How Deepbits Fulfills the Latest FDA Cybersecurity Guidelines for Medical Devices

How Binary Code AI Changes Malware Defenses?

Building SBOMs for COTS Android Apps

How Do You Upgrade OpenSSL in Your Software Stack? — SBOM and OBOM assisted software upgrade

Discovering Known Vulnerabilities in IoT Devices via Code Search

A Fast and Accurate Disassembler based on Deep Learning

Searching Statically Linked Vulnerable Functions in Minutes

Searching Vulnerabilities in Binaries

A Comparative Review of Embedding based Binary Code Search Techniques