Shitong Zhu

According to our database, Shitong Zhu authored at least 21 papers between 2014 and 2024.

Collaborative distances:

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

2024

Ingest-And-Ground: Dispelling Hallucinations from Continually-Pretrained LLMs with RAG.

Chenhao Fang, Derek Larson, Shitong Zhu, Sophie Zeng, Wendy Summer, Yanqing Peng, Yuriy Hulovatyy, Rajeev Rao, Gabriel Forgues, Arya Pudota, Alex Goncalves, Hervé Robert

CoRR, 2024

DNS Exfiltration Guided by Generative Adversarial Networks.

Abdulrahman Fahim, Shitong Zhu, Zhiyun Qian, Chengyu Song, Evangelos E. Papalexakis, Supriyo Chakraborty, Kevin S. Chan, Paul L. Yu, Trent Jaeger, Srikanth V. Krishnamurthy

Proceedings of the 9th IEEE European Symposium on Security and Privacy, 2024

2023

SyzDescribe: Principled, Automated, Static Generation of Syscall Descriptions for Kernel Drivers.

Yu Hao, Guoren Li, Xiaochen Zou, Weiteng Chen, Shitong Zhu, Zhiyun Qian, Ardalan Amiri Sani

Proceedings of the 44th IEEE Symposium on Security and Privacy, 2023

3D-IDS: Doubly Disentangled Dynamic Intrusion Detection.

Chenyang Qiu, Yingsheng Geng, Junrui Lu, Kaida Chen, Shitong Zhu, Ya Su, Guoshun Nan, Can Zhang, Junsong Fu, Qimei Cui, Xiaofeng Tao

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

2022

Incremental-Compensation based Low-Cost Offline Robust Topology Control for Micro/Nano Satellite Network.

Zhao Li, Yuyu Hu, Zhendong Hu, Jingling Li, Shitong Zhu, Yang Xu

J. Inf. Sci. Eng., 2022

Generating Practical Adversarial Network Traffic Flows Using NIDSGAN.

Bolor-Erdene Zolbayar, Ryan Sheatsley, Patrick D. McDaniel, Michael J. Weisman, Sencun Zhu, Shitong Zhu, Srikanth V. Krishnamurthy

CoRR, 2022

2021

Understanding and Taming Adversarial Actions Against Internet Content Blockers.

Shitong Zhu

PhD thesis, 2021

Adversarial Attacks on Black Box Video Classifiers: Leveraging the Power of Geometric Transformations.

Shasha Li, Abhishek Aich, Shitong Zhu, M. Salman Asif, Chengyu Song, Amit K. Roy-Chowdhury, Srikanth V. Krishnamurthy

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

Themis: Ambiguity-Aware Network Intrusion Detection based on Symbolic Model Comparison.

Zhongjie Wang, Shitong Zhu, Keyu Man, Pengxiong Zhu, Yu Hao, Zhiyun Qian, Srikanth V. Krishnamurthy, Tom La Porta, Michael J. De Lucia

Proceedings of the MTD@CCS 2021: Proceedings of the 8th ACM Workshop on Moving Target Defense, 2021

Eluding ML-based Adblockers With Actionable Adversarial Examples.

Shitong Zhu, Zhongjie Wang, Xun Chen, Shasha Li, Keyu Man, Umar Iqbal, Zhiyun Qian, Kevin S. Chan, Srikanth V. Krishnamurthy, Zubair Shafiq, Yu Hao, Guoren Li, Zheng Zhang, Xiaochen Zou

Proceedings of the ACSAC '21: Annual Computer Security Applications Conference, Virtual Event, USA, December 6, 2021

2020

A4 : Evading Learning-based Adblockers.

Shitong Zhu, Zhongjie Wang, Xun Chen, Shasha Li, Umar Iqbal, Zhiyun Qian, Kevin S. Chan, Srikanth V. Krishnamurthy, Zubair Shafiq

CoRR, 2020

AdGraph: A Graph-Based Approach to Ad and Tracker Blocking.

Umar Iqbal, Peter Snyder, Shitong Zhu, Benjamin Livshits, Zhiyun Qian, Zubair Shafiq

Proceedings of the 2020 IEEE Symposium on Security and Privacy, 2020

SymTCP: Eluding Stateful Deep Packet Inspection with Automated Discrepancy Discovery.

Zhongjie Wang, Shitong Zhu, Yue Cao, Zhiyun Qian, Chengyu Song, Srikanth V. Krishnamurthy, Kevin S. Chan, Tracy D. Braun

Proceedings of the 27th Annual Network and Distributed System Security Symposium, 2020

Connecting the Dots: Detecting Adversarial Perturbations Using Context Inconsistency.

Shasha Li, Shitong Zhu, Sudipta Paul, Amit K. Roy-Chowdhury, Chengyu Song, Srikanth V. Krishnamurthy, Ananthram Swami, Kevin S. Chan

Proceedings of the Computer Vision - ECCV 2020, 2020

You do (not) belong here: detecting DPI evasion attacks with context learning.

Shitong Zhu, Shasha Li, Zhongjie Wang, Xun Chen, Zhiyun Qian, Srikanth V. Krishnamurthy, Kevin S. Chan, Ananthram Swami

Proceedings of the CoNEXT '20: The 16th International Conference on emerging Networking EXperiments and Technologies, 2020

2019

ShadowBlock: A Lightweight and Stealthy Adblocking Browser.

Shitong Zhu, Umar Iqbal, Zhongjie Wang, Zhiyun Qian, Zubair Shafiq, Weiteng Chen

Proceedings of the World Wide Web Conference, 2019

2018

AdGraph: A Machine Learning Approach to Automatic and Effective Adblocking.

Umar Iqbal, Zubair Shafiq, Peter Snyder, Shitong Zhu, Zhiyun Qian, Benjamin Livshits

CoRR, 2018

Measuring and Disrupting Anti-Adblockers Using Differential Execution Analysis.

Shitong Zhu, Xunchao Hu, Zhiyun Qian, Zubair Shafiq, Heng Yin

Proceedings of the 25th Annual Network and Distributed System Security Symposium, 2018

2015

A source-location privacy protection strategy via pseudo normal distribution-based phantom routing in WSNs.

Jun Huang, Meisong Sun, Shitong Zhu, Yi Sun, Cong-Cong Xing, Qiang Duan

Proceedings of the 30th Annual ACM Symposium on Applied Computing, 2015

On selecting composite network-cloud services: a quality-of-service based approach.

Minkailu Mohamed Jalloh, Shitong Zhu, Fang Fang, Jun Huang

Proceedings of the 2015 Conference on research in adaptive and convergent systems, 2015

2014

A Defense Model of Reactive Worms Based on Dynamic Time.

Haokun Tang, Shitong Zhu, Jun Huang, Hong Liu

J. Softw., 2014