Jiacen Xu

According to our database, Jiacen Xu authored at least 16 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Entente: Cross-silo Intrusion Detection on Network Log Graphs with Federated Learning.

Jiacen Xu, Chenang Li, Yu Zheng, Zhou Li

Proceedings of the 33rd Annual Network and Distributed System Security Symposium, 2026

2025

From Alerts to Intelligence: A Novel LLM-Aided Framework for Host-based Intrusion Detection.

Danyu Sun, Jinghuai Zhang, Jiacen Xu, Yu Zheng, Yuan Tian, Zhou Li

CoRR, July, 2025

Dynamic Risk Assessments for Offensive Cybersecurity Agents.

Boyi Wei, Benedikt Stroebl, Jiacen Xu, Joie Zhang, Zhou Li, Peter Henderson

CoRR, May, 2025

2024

AutoAttacker: A Large Language Model Guided System to Implement Automatic Cyber-attacks.

Jiacen Xu, Jack W. Stokes, Geoff McDonald, Xuesong Bai, David Marshall, Siyue Wang, Adith Swaminathan, Zhou Li

CoRR, 2024

Understanding and Bridging the Gap Between Unsupervised Network Representation Learning and Security Analytics.

Jiacen Xu, Xiaokui Shu, Zhou Li

Proceedings of the IEEE Symposium on Security and Privacy, 2024

2023

PROGRAPHER: An Anomaly Detection System based on Provenance Graph Embedding.

Fan Yang, Jiacen Xu, Chunlin Xiong, Zhou Li, Kehuan Zhang

Proceedings of the 32nd USENIX Security Symposium, 2023

HOMESPY: The Invisible Sniffer of Infrared Remote Control of Smart TVs.

Kong Huang, Yutong Zhou, Ke Zhang, Jiacen Xu, Jiongyi Chen, Di Tang, Kehuan Zhang

Proceedings of the 32nd USENIX Security Symposium, 2023

Design Factors of Maestro: A Serious Game for Robust AI Education.

Margarita Geleta, Jiacen Xu, Manikanta Loya, Junlin Wang, Sameer Singh, Zhou Li, Sergio Gago Masagué

Proceedings of the 54th ACM Technical Symposium on Computer Science Education, Volume 2, 2023

On Adversarial Robustness of Point Cloud Semantic Segmentation.

Jiacen Xu, Zhe Zhou, Boyuan Feng, Yufei Ding, Zhou Li

Proceedings of the 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Network, 2023

Maestro: A Gamified Platform for Teaching AI Robustness.

Margarita Geleta, Jiacen Xu, Manikanta Loya, Junlin Wang, Sameer Singh, Zhou Li, Sergio Gago Masagué

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

A Comprehensive Study of DNS Operational Issues by Mining DNS Forums.

Xianran Liao, Jiacen Xu, Qifan Zhang, Zhou Li

IEEE Access, 2022

2021

Attacking Point Cloud Segmentation with Color-only Perturbation.

Jiacen Xu, Zhe Zhou, Boyuan Feng, Yufei Ding, Zhou Li

CoRR, 2021

Adversarial Attack Generation Empowered by Min-Max Optimization.

Jingkang Wang, Tianyun Zhang, Sijia Liu, Pin-Yu Chen, Jiacen Xu, Makan Fardad, Bo Li

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Scalability vs. Utility: Do We Have To Sacrifice One for the Other in Data Importance Quantification?

Ruoxi Jia, Fan Wu, Xuehui Sun, Jiacen Xu, David Dao, Bhavya Kailkhura, Ce Zhang, Bo Li, Dawn Song

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2019

An Empirical and Comparative Analysis of Data Valuation with Scalable Algorithms.

Ruoxi Jia, Xuehui Sun, Jiacen Xu, Ce Zhang, Bo Li, Dawn Song

CoRR, 2019

Beyond Adversarial Training: Min-Max Optimization in Adversarial Attack and Defense.

Jingkang Wang, Tianyun Zhang, Sijia Liu, Pin-Yu Chen, Jiacen Xu, Makan Fardad, Bo Li

CoRR, 2019