9 citations · 15 across the 25 of their papers we have counts for
8 papers · 1 filter
Towards Irreversible Machine Unlearning for Diffusion Models
Xun Yuan, Zilong Zhao, Jiayu Li +3
Diffusion models are renowned for their state-of-the-art performance in generating synthetic images. However, concerns related to safety, privacy, and copyright highlight the need…
Instruction Tuning of Large Language Models for Tabular Data Generation-in One Day
Milad Abdollahzadeh, Abdul Raheem, Zilong Zhao +5
Tabular instruction tuning has emerged as a promising research direction for improving LLMs understanding of tabular data. However, the majority of existing works only consider que…
When Smiley Turns Hostile: Interpreting How Emojis Trigger LLMs' Toxicity
Shiyao Cui, Xijia Feng, Yingkang Wang +6
Emojis are globally used non-verbal cues in digital communication, and extensive research has examined how large language models (LLMs) understand and utilize emojis across context…
VulCPE: Context-Aware Cybersecurity Vulnerability Retrieval and Management
Yuning Jiang, Feiyang Shang, Freedy Tan Wei You +6
The dynamic landscape of cybersecurity demands precise and scalable solutions for vulnerability management in heterogeneous systems, where configuration-specific vulnerabilities ar…
VulRG: Multi-Level Explainable Vulnerability Patch Ranking for Complex Systems Using Graphs
Yuning Jiang, Nay Oo, Qiaoran Meng +2
As interconnected systems proliferate, safeguarding complex infrastructures against an escalating array of cyber threats has become an urgent challenge. The increasing number of vu…
A Survey on Vulnerability Prioritization: Taxonomy, Metrics, and Research Challenges
Yuning Jiang, Nay Oo, Qiaoran Meng +2
In the highly interconnected digital landscape of today, safeguarding complex infrastructures against cyber threats has become increasingly challenging due to the exponential growt…
MITRE ATT&CK Applications in Cybersecurity and The Way Forward
Yuning Jiang, Qiaoran Meng, Feiyang Shang +4
The MITRE ATT&CK framework is a widely adopted tool for enhancing cybersecurity, supporting threat intelligence, incident response, attack modeling, and vulnerability prioritizatio…
TabTreeFormer: Tabular Data Generation Using Hybrid Tree-Transformer
Jiayu Li, Bingyin Zhao, Zilong Zhao +3
Transformers have shown impressive results in tabular data generation. However, they lack domain-specific inductive biases which are critical for preserving the intrinsic character…