Large Language Models (LLMs) have significantly impacted numerous domains, including
Software Engineering (SE). Many recent publications have explored LLMs applied to …

Fuzz testing (fuzzing) has witnessed its prosperity in detecting security flaws recently. It
generates a large number of test cases and monitors the executions for defects. Fuzzing has …

In this paper, we present AFL++, a community-driven open-source tool that incorporates
state-of-the-art fuzzing research, to make the research comparable, reproducible …

The recent Spectre attack first showed how to inject incorrect branch targets into a victim
domain by poisoning microarchitectural branch prediction history. In this paper, we …

Fuzzing has proven to be a highly effective approach to uncover software bugs over the past
decade. After AFL popularized the groundbreaking concept of lightweight coverage …

Massive software applications possess complex data structures or parse complex data
structures; in such cases, vulnerabilities in the software become inevitable. The …

Fuzzing network servers is a technical challenge, since the behavior of the target server
depends on its state over a sequence of multiple messages. Existing solutions are costly …

Coverage-guided fuzz testing (" fuzzing") has become mainstream and we have observed
lots of progress in this research area recently. However, it is still challenging to efficiently test …

Decompilation aims to convert binary code to high-level source code, but traditional tools
like Ghidra often produce results that are difficult to read and execute. Motivated by the …

Reverse engineering is essential in malware analysis, vulnerability discovery, etc.
Decompilers assist the reverse engineers by lifting the assembly to the high-level …