TRAttack”:" Text Rewriting Attack Against Text Retrieval

no code implementations • RepL4NLP (ACL) 2022 • Junshuai Song, Jiangshan Zhang, Jifeng Zhu, Mengyun Tang, Yong Yang

Text retrieval has been widely-used in many online applications to help users find relevant information from a text collection.

Text Retrieval

SecBench: A Comprehensive Multi-Dimensional Benchmarking Dataset for LLMs in Cybersecurity

no code implementations • 30 Dec 2024 • Pengfei Jing, Mengyun Tang, Xiaorong Shi, Xing Zheng, Sen Nie, Shi Wu, Yong Yang, Xiapu Luo

To address these gaps, we propose SecBench, a multi-dimensional benchmarking dataset designed to evaluate LLMs in the cybersecurity domain.

Benchmarking Code Generation +4

Transferable Adversarial Perturbations

no code implementations • ECCV 2018 • Wen Zhou, Xin Hou, Yongjun Chen, Mengyun Tang, Xiangqi Huang, Xiang Gan, Yong Yang

We first show that maximizing distance between natural images and their adversarial examples in the intermediate feature maps can improve both white-box attacks (with knowledge of the model parameters) and black-box attacks.