Abstract Large Language Models (LLMs), such as ChatGPT and Bard, have revolutionized
natural language understanding and generation. They possess deep language …

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 …

How to find security flaws in a protocol implementation without a machine-readable
specification of the protocol? Facing the internet, protocol implementations are particularly …

Many protocol implementations are reactive systems, where the protocol process is in
continuous interaction with other processes and the environment. If a bug can be exposed …

The proliferation of Internet of Things (IoT) devices has made people's lives more
convenient, but it has also raised many security concerns. Due to the difficulty of obtaining …

Matter is an IoT connectivity standard backed by over two hundred companies. Since the
release of its specification in October 2022, numerous IoT devices have become Matter …

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 …

Despite the efficacy of fuzzing in verifying the implementation correctness of network
protocols, existing IoT protocol fuzzing approaches grapple with several limitations …

What you change is what you fuzz! In an empirical study of all fuzzer-generated bug reports
in OSSFuzz, we found that four in every five bugs have been introduced by recent code …