3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.CR2025
Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs
Shiyu Xiang, Ansen Zhang, Yanfei Cao +2
Although Aligned Large Language Models (LLMs) are trained to refuse harmful requests, they remain vulnerable to jailbreak attacks. Unfortunately, existing methods often focus on su…
cs.CL2025★ 1 cited
AdEval: Alignment-based Dynamic Evaluation to Mitigate Data Contamination in Large Language Models
Yang Fan
As Large Language Models (LLMs) are pre-trained on ultra-large-scale corpora, the problem of data contamination is becoming increasingly serious, and there is a risk that static ev…
cs.SI2017★ 3 cited
Social Network De-anonymization: More Adversarial Knowledge, More Users Re-Identified?
Jianwei Qian, Xiang-Yang Li, Yu Wang +3
Following the trend of data trading and data publishing, many online social networks have enabled potentially sensitive data to be exchanged or shared on the web. As a result, user…