no code implementations • 14 May 2022 • Long H. Pham, Jun Sun
To the best of our knowledge, the only line of work which certifies the absence of backdoor is based on randomized smoothing, which is known to significantly reduce neural network performance.
1 code implementation • 22 Jul 2020 • Long H. Pham, Jiaying Li, Jun Sun
Studies show that neural networks, not unlike traditional programs, are subject to bugs, e. g., adversarial samples that cause classification errors and discriminatory instances that demonstrate the lack of fairness.
no code implementations • 18 Apr 2020 • Tai D. Nguyen, Long H. Pham, Jun Sun, Yun Lin, Quang Tran Minh
In this work, we present an adaptive fuzzer for smart contracts on the Ethereum platform called sFuzz.
Software Engineering