Google OSS-Fuzz Harnesses AI to Expose 26 Hidden Security Vulnerabilities
One of these flaws detected using LLMs was in the widely used OpenSSL library
OpenSSL is an open-source toolkit for encrypted communications, so its vulnerabilities and security updates can affect software, servers, and data protection.
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Background for this topic.
OpenSSL is an open-source cryptographic library and command-line toolkit used to implement Transport Layer Security (TLS), the protocol that protects network connections. It provides cryptographic algorithms, key generation, certificate and X.509 handling, and APIs used by operating systems, servers, applications, and embedded devices. Although commonly associated with “SSL,” the obsolete SSL protocols should not be enabled; modern deployments use TLS.
OpenSSL vulnerabilities can affect many dependent applications, particularly when flaws involve memory handling, cryptographic operations, certificate parsing, or TLS protocol processing. Security teams need an inventory of software and devices that include the library, because updating a package or operating-system component may be necessary even when OpenSSL is not directly visible. Advisories should be assessed against the deployed version, enabled features, and exposure, while private keys require strict protection and certificate validation must be configured correctly. Vulnerability remediation may also require restarting services or replacing processes that continue to use an older library in memory.
One of these flaws detected using LLMs was in the widely used OpenSSL library
Google has revealed that its AI-powered fuzzing tool, OSS-Fuzz, has been used to help identify 26 vulnerabilities in various open-source code repositories, including a medium-severity flaw in the OpenSSL cryptographic library
OSS-Fuzz is making a strong argument for LLMs in security research Google's OSS-Fuzz project, which uses large language models (LLMs) to help find bugs in code repositories, has now helped identify 26 vulnerabilities, including a critical flaw in the widely used OpenSSL library.…