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Fuzzing: a survey for roadmap
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 …
generates a large number of test cases and monitors the executions for defects. Fuzzing has …
Sok: Prudent evaluation practices for fuzzing
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 …
decade. After AFL popularized the groundbreaking concept of lightweight coverage …
Magma: A ground-truth fuzzing benchmark
High scalability and low running costs have made fuzz testing the de facto standard for
discovering software bugs. Fuzzing techniques are constantly being improved in a race to …
discovering software bugs. Fuzzing techniques are constantly being improved in a race to …
Seed selection for successful fuzzing
Mutation-based greybox fuzzing---unquestionably the most widely-used fuzzing technique---
relies on a set of non-crashing seed inputs (a corpus) to bootstrap the bug-finding process …
relies on a set of non-crashing seed inputs (a corpus) to bootstrap the bug-finding process …
Nyx-net: network fuzzing with incremental snapshots
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 …
lots of progress in this research area recently. However, it is still challenging to efficiently test …
Confuzzius: A data dependency-aware hybrid fuzzer for smart contracts
Smart contracts are Turing-complete programs that are executed across a blockchain.
Unlike traditional programs, once deployed, they cannot be modified. As smart contracts …
Unlike traditional programs, once deployed, they cannot be modified. As smart contracts …
Rudra: finding memory safety bugs in rust at the ecosystem scale
Rust is a promising system programming language that guarantees memory safety at
compile time. To support diverse requirements for system software such as accessing low …
compile time. To support diverse requirements for system software such as accessing low …
Bleem: Packet sequence oriented fuzzing for protocol implementations
Protocol implementations are essential components in network infrastructures. Flaws hidden
in the implementations can easily render devices vulnerable to adversaries. Therefore …
in the implementations can easily render devices vulnerable to adversaries. Therefore …
{FISHFUZZ}: Catch deeper bugs by throwing larger nets
Fuzzers effectively explore programs to discover bugs. Greybox fuzzers mutate seed inputs
and observe their execution. Whenever a seed reaches new behavior (eg, new code or …
and observe their execution. Whenever a seed reaches new behavior (eg, new code or …
Can large language models write good property-based tests?
Property-based testing (PBT), while an established technique in the software testing
research community, is still relatively underused in real-world software. Pain points in writing …
research community, is still relatively underused in real-world software. Pain points in writing …