Lessons from the buzz: What have we learned from fuzzing the eBPF verifier

https://lpc.events/event/18/contributions/1946/attachments/1473/3119/Lessons%20from%20the%20buzz%20-%20LPC.pdf

Securing the software
commons
Standards, Automation, and AI for a Resilient Open Source Future

https://zerodayengineering.com/research/slides/FuzzingFromFirstPrinciples.pdf

Introducing Java fuzz harness synthesis using LLMs

https://blog.oss-fuzz.com/posts/introducing-java-auto-harnessing/

OSS-Fuzz blog

Introducing Java fuzz harness synthesis using LLMs

Introducing LLM-based harness generation for Java OSS-Fuzz projects.

Top Score on the Wrong Exam:
On Benchmarking in Machine Learning for Vulnerability Detection

https://arxiv.org/pdf/2408.12986

Transferring Backdoors between Large Language Models by Knowledge Distillation

https://arxiv.org/pdf/2408.09878

Introducing LLM-based harness synthesis for unfuzzed projects

https://blog.oss-fuzz.com/posts/introducing-llm-based-harness-synthesis-for-unfuzzed-projects/

OSS-Fuzz blog

Introducing LLM-based harness synthesis for unfuzzed projects

Introducing LLM-based harness generation for unfuzzed projects.

SCAML Lite

Data Driven подход к сигнатурному
анализу пакетов

#phdays #ml

SCAML

Transformer-based code vectorization for robust recognition of software components and dependencies

#phdays #ml #ai