Peng Liu

ORCID

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 151

Top Venues

CoRR

CCS

DSN

USENIX Security Symposium

Publications

Fan Zhang, Peng Liu
Protecting the 'Stop Using My Data' Right through Blockchain-assisted Evidence Generation. CoRR (2024)
Qingtian Zou, Lan Zhang, Xiaoyan Sun, Anoop Singhal, Peng Liu
Using Explainable AI for Neural Network-Based Network Attack Detection. Computer 57 (5) (2024)
Wei Song, Zihan Xue, Jinchi Han, Zhenzhen Li, Peng Liu
Randomizing Set-Associative Caches Against Conflict-Based Cache Side-Channel Attacks. IEEE Trans. Computers 73 (4) (2024)
Qingtian Zou, Lan Zhang, Anoop Singhal, Xiaoyan Sun, Peng Liu
Analysis of neural network detectors for network attacks. J. Comput. Secur. 32 (3) (2024)
Muskan Sharma Kuinkel, Chengyi Zhang, Peng Liu, Sevilay Demirkesen, Khaled Ksaibati
Suitability Study of Using UAVs to Estimate Landfilled Fly Ash Stockpile. Sensors 23 (3) (2023)
Chuanxu Wang, Jing Wang, Peng Liu
Complementary adversarial mechanisms for weakly-supervised temporal action localization. Pattern Recognit. 139 (2023)
Lingyun Situ, Chi Zhang, Le Guan, Zhiqiang Zuo, Linzhang Wang, Xuandong Li, Peng Liu, Jin Shi
Physical Devices-Agnostic Hybrid Fuzzing of IoT Firmware. IEEE Internet Things J. 10 (23) (2023)
Kai Cheng, Yaowen Zheng, Tao Liu, Le Guan, Peng Liu, Hong Li, Hongsong Zhu, Kejiang Ye, Limin Sun
Detecting Vulnerabilities in Linux-Based Embedded Firmware with SSE-Based On-Demand Alias Analysis. ISSTA (2023)
Lan Zhang, Peng Liu, Yoon-Ho Choi, Ping Chen
Semantics-Preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection. IEEE Trans. Dependable Secur. Comput. 20 (2) (2023)
Huanran Wang, Hui He, Weizhe Zhang, Wenmao Liu, Peng Liu, Amir Javadpour
Using honeypots to model botnet attacks on the internet of medical things. Comput. Electr. Eng. 102 (2022)
Shunfan Zhou, Zhemin Yang, Dan Qiao, Peng Liu, Min Yang, Zhe Wang, Chenggang Wu
Ferry: State-Aware Symbolic Execution for Exploring State-Dependent Program Paths. USENIX Security Symposium (2022)
Juan Wang, Shirong Hao, Hongxin Hu, Bo Zhao, Hongda Li, Wenhui Zhang, Jun Xu, Peng Liu, Jing Ma
S-Blocks: Lightweight and Trusted Virtual Security Function With SGX. IEEE Trans. Cloud Comput. 10 (2) (2022)
Shijie Jia, Qionglu Zhang, Luning Xia, Jiwu Jing, Peng Liu
MDEFTL: Incorporating Multi-Snapshot Plausible Deniability into Flash Translation Layer. IEEE Trans. Dependable Secur. Comput. 19 (5) (2022)
Shuai Li, Zhemin Yang, Nan Hua, Peng Liu, Xiaohan Zhang, Guangliang Yang, Min Yang
Collect Responsibly But Deliver Arbitrarily?: A Study on Cross-User Privacy Leakage in Mobile Apps. CCS (2022)
Donghai Tian, Qiang Zeng, Dinghao Wu, Peng Liu, Changzhen Hu
Semi-Synchronized Non-Blocking Concurrent Kernel Cruising. IEEE Trans. Cloud Comput. 10 (2) (2022)
Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu
Deep learning for detecting logic-flaw-exploiting network attacks: An end-to-end approach. J. Comput. Secur. 30 (4) (2022)
Xixun He, Yiyu Yang, Wei Zhou, Wenjie Wang, Peng Liu, Yuqing Zhang
Fingerprinting Mainstream IoT Platforms Using Traffic Analysis. IEEE Internet Things J. 9 (3) (2022)
SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
ARGAN: Adversarially Robust Generative Adversarial Networks for Deep Neural Networks Against Adversarial Examples. IEEE Access 10 (2022)
Yanghua Zhang, Jice Wang, Hexiang Huang, Yuqing Zhang, Peng Liu
Understanding and Conquering the Difficulties in Identifying Third-Party Libraries From Millions of Android Apps. IEEE Trans. Big Data 8 (6) (2022)
Lei Zhang, Keke Lian, Haoyu Xiao, Zhibo Zhang, Peng Liu, Yuan Zhang, Min Yang, Haixin Duan
Exploit the Last Straw That Breaks Android Systems. IEEE Symposium on Security and Privacy (2022)
Qingtian Zou, Lan Zhang, Anoop Singhal, Xiaoyan Sun, Peng Liu
Attacks on ML Systems: From Security Analysis to Attack Mitigation. ICISS (2022)
Wei Zhou, Lan Zhang, Le Guan, Peng Liu, Yuqing Zhang
What Your Firmware Tells You Is Not How You Should Emulate It: A Specification-Guided Approach for Firmware Emulation. CoRR (2022)
Junwei Zhou, Yijia Qian, Qingtian Zou, Peng Liu, Jianwen Xiang
DeepSyslog: Deep Anomaly Detection on Syslog Using Sentence Embedding and Metadata. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Wei Zhou, Chen Cao, Dongdong Huo, Kai Cheng, Lan Zhang, Le Guan, Tao Liu, Yan Jia, Yaowen Zheng, Yuqing Zhang, Limin Sun, Yazhe Wang, Peng Liu
Reviewing IoT Security via Logic Bugs in IoT Platforms and Systems. IEEE Internet Things J. 8 (14) (2021)
SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
EEJE: Two-Step Input Transformation for Robust DNN Against Adversarial Examples. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Lutan Zhao, Peinan Li, Rui Hou, Michael C. Huang, Peng Liu, Lixin Zhang, Dan Meng
Exploiting Security Dependence for Conditional Speculation Against Spectre Attacks. IEEE Trans. Computers 70 (7) (2021)
Huanran Wang, Weizhe Zhang, Hui He, Peng Liu, Daniel Xiapu Luo, Yang Liu, Jiawei Jiang, Yan Li, Xing Zhang, Wenmao Liu, Runzi Zhang, Xing Lan
An Evolutionary Study of IoT Malware. IEEE Internet Things J. 8 (20) (2021)
Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu
Deep Learning for Detecting Network Attacks: An End-to-End Approach. DBSec (2021)
Wei Song, Jiameng Ying, Sihao Shen, Boya Li, Hao Ma, Peng Liu
A Comprehensive and Cross-Platform Test Suite for Memory Safety - Towards an Open Framework for Testing Processor Hardware Supported Security Extensions. CoRR (2021)
Zhilong Wang, Peng Liu
Position paper: GPT conjecture: understanding the trade-offs between granularity, performance and timeliness in control-flow integrity. Cybersecur. 4 (1) (2021)
Dongdong Huo, Chen Cao, Peng Liu, Yazhe Wang, Mingxuan Li, Zhen Xu
Commercial hypervisor-based task sandboxing mechanisms are unsecured? But we can fix it! J. Syst. Archit. 116 (2021)
Wei Song, Boya Li, Zihan Xue, Zhenzhen Li, Wenhao Wang, Peng Liu
Randomized Last-Level Caches Are Still Vulnerable to Cache Side-Channel Attacks! But We Can Fix It. IEEE Symposium on Security and Privacy (2021)
Wei Zhou, Le Guan, Peng Liu, Yuqing Zhang
Automatic Firmware Emulation through Invalidity-guided Knowledge Inference. USENIX Security Symposium (2021)
Dongliang Mu, Yunlan Du, Jianhao Xu, Jun Xu, Xinyu Xing, Bing Mao, Peng Liu
POMP++: Facilitating Postmortem Program Diagnosis with Value-Set Analysis. IEEE Trans. Software Eng. 47 (9) (2021)
Lingyun Situ, Zhiqiang Zuo, Le Guan, Linzhang Wang, Xuandong Li, Jin Shi, Peng Liu
Vulnerable Region-Aware Greybox Fuzzing. J. Comput. Sci. Technol. 36 (5) (2021)
Haizhou Wang, Peng Liu
Tackling Imbalanced Data in Cybersecurity with Transfer Learning: A Case with ROP Payload Detection. CoRR (2021)
Lun-Pin Yuan, Peng Liu, Sencun Zhu
Recompose Event Sequences vs. Predict Next Events: A Novel Anomaly Detection Approach for Discrete Event Logs. AsiaCCS (2021)
Zhisheng Hu, Ping Chen, Minghui Zhu, Peng Liu
A Co-Design Adaptive Defense Scheme With Bounded Security Damages Against Heartbleed-Like Attacks. IEEE Trans. Inf. Forensics Secur. 16 (2021)
Heqing Huang, Cong Zheng, Junyuan Zeng, Wu Zhou, Sencun Zhu, Peng Liu, Ian M. Molloy, Suresh Chari, Ce Zhang, Quanlong Guan
A Large-Scale Study of Android Malware Development Phenomenon on Public Malware Submission and Scanning Platform. IEEE Trans. Big Data 7 (2) (2021)
Wenhui Zhang, Peng Liu, Trent Jaeger
Analyzing the Overhead of File Protection by Linux Security Modules. AsiaCCS (2021)
Wei Zhou, Le Guan, Peng Liu, Yuqing Zhang
Automatic Firmware Emulation through Invalidity-guided Knowledge Inference (Extended Version). CoRR (2021)
Yoon-Ho Choi, Peng Liu, Zitong Shang, Haizhou Wang, Zhilong Wang, Lan Zhang, Junwei Zhou, Qingtian Zou
Using deep learning to solve computer security challenges: a survey. Cybersecur. 3 (1) (2020)
Weizhe Zhang, Huanran Wang, Hui He, Peng Liu
DAMBA: Detecting Android Malware by ORGB Analysis. IEEE Trans. Reliab. 69 (1) (2020)
Wei Song, Boya Li, Zihan Xue, Zhenzhen Li, Wenhao Wang, Peng Liu
Randomized Last-Level Caches Are Still Vulnerable to Cache Side-Channel Attacks! But We Can Fix It. CoRR (2020)
Chen Tian, Yazhe Wang, Peng Liu, Yu Wang, Ruirui Dai, Anyuan Zhou, Zhen Xu
Prihook: Differentiated context-aware hook placement for different owners' smartphones. TrustCom (2020)
Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu
Automatic Recognition of Advanced Persistent Threat Tactics for Enterprise Security. IWSPA@CODASPY (2020)
Hunmin Kim, Pinyao Guo, Minghui Zhu, Peng Liu
Simultaneous input and state estimation for stochastic nonlinear systems with additive unknown inputs. Autom. 111 (2020)
Xusheng Li, Zhisheng Hu, Haizhou Wang, Yiwei Fu, Ping Chen, Minghui Zhu, Peng Liu
DeepReturn: A deep neural network can learn how to detect previously-unseen ROP payloads without using any heuristics. J. Comput. Secur. 28 (5) (2020)
Eunjung Yoon, Peng Liu
Practical Verification of MapReduce Computation Integrity via Partial Re-execution. CoRR (2020)
Zhisheng Hu, Minghui Zhu, Peng Liu
Adaptive Cyber Defense Against Multi-Stage Attacks Using Learning-Based POMDP. ACM Trans. Priv. Secur. 24 (1) (2020)
Dongdong Huo, Chao Liu, Xiao Wang, Mingxuan Li, Yu Wang, Yazhe Wang, Peng Liu, Zhen Xu
A Machine Learning-Assisted Compartmentalization Scheme for Bare-Metal Systems. ICICS (2020)
Junwei Zhou, Ke Shu, Peng Liu, Jianwen Xiang, Shengwu Xiong
Face Anti-Spoofing Based on Dynamic Color Texture Analysis Using Local Directional Number Pattern. ICPR (2020)
Qingtian Zou, Xiaoyan Sun, Peng Liu, Anoop Singhal
An Approach for Detection of Advanced Persistent Threat Attacks. Computer 53 (12) (2020)
Chen Cao, Le Guan, Jiang Ming, Peng Liu
Device-agnostic Firmware Execution is Possible: A Concolic Execution Approach for Peripheral Emulation. ACSAC (2020)
Feng Xiao, Jinquan Zhang, Jianwei Huang, Guofei Gu, Dinghao Wu, Peng Liu
Unexpected Data Dependency Creation and Chaining: A New Attack to SDN. IEEE Symposium on Security and Privacy (2020)
Yun He, Yihua Xu, Xiaoqi Jia, Shengzhi Zhang, Peng Liu, Shuai Chang
EnclavePDP: A General Framework to Verify Data Integrity in Cloud Using Intel SGX. RAID (2020)
Lan Zhang, Peng Liu, Yoon-Ho Choi
Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection. CoRR (2020)
Hunmin Kim, Pinyao Guo, Minghui Zhu, Peng Liu
On Data-driven Attack-resilient Gaussian Process Regression for Dynamic Systems. ACC (2020)
Fu Chen, Peng Liu, Jianming Zhu, Sheng Gao, Yanmei Zhang, Meijiao Duan, Youwei Wang, Kai Hwang
Improving Topic-Based Data Exchanges among IoT Devices. Secur. Commun. Networks 2020 (2020)
DongHyun Ko, SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
Structural Image De-Identification for Privacy-Preserving Deep Learning. IEEE Access 8 (2020)
Lannan Luo, Qiang Zeng, Chen Cao, Kai Chen, Jian Liu, Limin Liu, Neng Gao, Min Yang, Xinyu Xing, Peng Liu
Tainting-Assisted and Context-Migrated Symbolic Execution of Android Framework for Vulnerability Discovery and Exploit Generation. IEEE Trans. Mob. Comput. 19 (12) (2020)
Peiying Wang, Shijie Jia, Bo Chen, Luning Xia, Peng Liu
MimosaFTL: Adding Secure and Practical Ransomware Defense Strategy to Flash Translation Layer. CODASPY (2019)
SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi
Robustness Analysis of CNN-based Malware Family Classification Methods Against Various Adversarial Attacks. CNS (2019)
Le Guan, Chen Cao, Sencun Zhu, Jingqiang Lin, Peng Liu, Yubin Xia, Bo Luo
Protecting mobile devices from physical memory attacks with targeted encryption. WiSec (2019)
Yoon-Ho Choi, Peng Liu, Zitong Shang, Haizhou Wang, Zhilong Wang, Lan Zhang, Junwei Zhou, Qingtian Zou
Using Deep Learning to Solve Computer Security Challenges: A Survey. CoRR (2019)
Wei Zhou, Chen Cao, Dongdong Huo, Kai Cheng, Lan Zhang, Le Guan, Tao Liu, Yaowen Zheng, Yuqing Zhang, Limin Sun, Yazhe Wang, Peng Liu
Logic Bugs in IoT Platforms and Systems: A Review. CoRR (2019)
Jin-Myeong Shin, SeokHwan Choi, Peng Liu, Yoon-Ho Choi
Unsupervised multi-stage attack detection framework without details on single-stage attacks. Future Gener. Comput. Syst. 100 (2019)
Chen Zhong, John Yen, Peng Liu, Robert F. Erbacher
Learning From Experts' Experience: Toward Automated Cyber Security Data Triage. IEEE Syst. J. 13 (1) (2019)
Peng Liu, Yuqing Zhang
IoT S&P 2019: 2nd Workshop on the Internet of Things Security and Privacy. CCS (2019)
Zhisheng Hu, Minghui Zhu, Ping Chen, Peng Liu
On convergence rates of game theoretic reinforcement learning algorithms. Autom. 104 (2019)
Lingyun Situ, Linzhang Wang, Xuandong Li, Le Guan, Wenhui Zhang, Peng Liu
Energy distribution matters in greybox fuzzing. ICSE (Companion Volume) (2019)
Le Guan, Chen Cao, Peng Liu, Xinyu Xing, Xinyang Ge, Shengzhi Zhang, Meng Yu, Trent Jaeger
Building a Trustworthy Execution Environment to Defeat Exploits from both Cyber Space and Physical Space for ARM. IEEE Trans. Dependable Secur. Comput. 16 (3) (2019)
Lun-Pin Yuan, Wenjun Hu, Ting Yu, Peng Liu, Sencun Zhu
Towards Large-Scale Hunting for Android Negative-Day Malware. RAID (2019)
Wei Zhou, Yan Jia, Yao Yao, Lipeng Zhu, Le Guan, Yuhang Mao, Peng Liu, Yuqing Zhang
Discovering and Understanding the Security Hazards in the Interactions between IoT Devices, Mobile Apps, and Clouds on Smart Home Platforms. USENIX Security Symposium (2019)
Wei Zhou, Le Guan, Peng Liu, Yuqing Zhang
Good Motive but Bad Design: Why ARM MPU Has Become an Outcast in Embedded Systems. CoRR (2019)
Yao Yao, Wei Zhou, Yan Jia, Lipeng Zhu, Peng Liu, Yuqing Zhang
Identifying Privilege Separation Vulnerabilities in IoT Firmware with Symbolic Execution. ESORICS (1) (2019)
Wei Zhou, Yan Jia, Anni Peng, Yuqing Zhang, Peng Liu
The Effect of IoT New Features on Security and Privacy: New Threats, Existing Solutions, and Challenges Yet to Be Solved. IEEE Internet Things J. 6 (2) (2019)
Wei Song, Peng Liu
Dynamically Finding Minimal Eviction Sets Can Be Quicker Than You Think for Side-Channel Attacks against the LLC. RAID (2019)
Chen Zhong, Tao Lin, Peng Liu, John Yen, Kai Chen
A cyber security data triage operation retrieval system. Comput. Secur. 76 (2018)
Pinyao Guo, Hunmin Kim, Nurali Virani, Jun Xu, Minghui Zhu, Peng Liu
RoboADS: Anomaly Detection Against Sensor and Actuator Misbehaviors in Mobile Robots. DSN (2018)
Xiaoyan Sun, Peng Liu, Anoop Singhal
Toward Cyberresiliency in the Context of Cloud Computing [Resilient Security]. IEEE Secur. Priv. 16 (6) (2018)
Wei Zhou, Yuqing Zhang, Peng Liu
The Effect of IoT New Features on Security and Privacy: New Threats, Existing Solutions, and Challenges Yet to Be Solved. CoRR (2018)
Sadegh Farhang, Jake Weidman, Mohammad Mahdi Kamani, Jens Grossklags, Peng Liu
Take It or Leave It: A Survey Study on Operating System Upgrade Practices. ACSAC (2018)
Pinyao Guo, Hunmin Kim, Nurali Virani, Jun Xu, Minghui Zhu, Peng Liu
Nonlinear Unknown Input and State Estimation Algorithm in Mobile Robots. CoRR (2018)
Le Guan, Sadegh Farhang, Yu Pu, Pinyao Guo, Jens Grossklags, Peng Liu
VaultIME: Regaining User Control for Password Managers through Auto-correction. EAI Endorsed Trans. Security Safety 4 (14) (2018)
Chen Cao, Le Guan, Ning Zhang, Neng Gao, Jingqiang Lin, Bo Luo, Peng Liu, Ji Xiang, Wenjing Lou
CryptMe: Data Leakage Prevention for Unmodified Programs on ARM Devices. RAID (2018)
Dan Meng, Rui Hou, Gang Shi, Bibo Tu, Aimin Yu, Ziyuan Zhu, Xiaoqi Jia, Peng Liu
Security-first architecture: deploying physically isolated active security processors for safeguarding the future of computing. Cybersecur. 1 (1) (2018)
Kai Chen, Yingjun Zhang, Peng Liu
Leveraging Information Asymmetry to Transform Android Apps into Self-Defending Code Against Repackaging Attacks. IEEE Trans. Mob. Comput. 17 (8) (2018)
Chen Cao, Lun-Pin Yuan, Anoop Singhal, Peng Liu, Xiaoyan Sun, Sencun Zhu
Assessing Attack Impact on Business Processes by Interconnecting Attack Graphs and Entity Dependency Graphs. DBSec (2018)
Lingjing Yu, Sri Mounica Motipalli, Dongwon Lee, Peng Liu, Heng Xu, Qingyun Liu, Jianlong Tan, Bo Luo
My Friend Leaks My Privacy: Modeling and Analyzing Privacy in Social Networks. SACMAT (2018)
Tao Lin, Chen Zhong, John Yen, Peng Liu
Retrieval of Relevant Historical Data Triage Operations in Security Operation Centers. From Database to Cyber Security (2018)
Xiaoyan Sun, Jun Dai, Anoop Singhal, Peng Liu
Probabilistic Inference of the Stealthy Bridges between Enterprise Networks in Cloud. EAI Endorsed Trans. Security Safety 4 (13) (2018)
Wei Zhou, Yan Jia, Yao Yao, Lipeng Zhu, Le Guan, Yuhang Mao, Peng Liu, Yuqing Zhang
Phantom Device Attack: Uncovering the Security Implications of the Interactions among Devices, IoT Cloud, and Mobile Apps. CoRR (2018)
Donghai Tian, Xi Xiong, Changzhen Hu, Peng Liu
A policy-centric approach to protecting OS kernel from vulnerable LKMs. Softw. Pract. Exp. 48 (6) (2018)
Weijuan Zhang, Xiaoqi Jia, Shengzhi Zhang, Rui Wang, Peng Liu
Running OS Kernel in Separate Domains: A New Architecture for Applications and OS Services Quarantine. APSEC (2018)
Xusheng Li, Zhisheng Hu, Yiwei Fu, Ping Chen, Minghui Zhu, Peng Liu
ROPNN: Detection of ROP Payloads Using Deep Neural Networks. CoRR (2018)
Ping Chen, Zhisheng Hu, Jun Xu, Minghui Zhu, Peng Liu
Feedback control can make data structure layout randomization more cost-effective under zero-day attacks. Cybersecur. 1 (1) (2018)
Lun-Pin Yuan, Peng Liu, Sencun Zhu
Android STAR: An Efficient Interaction-Preserving Record-Replay System For Messenger App Usage Surveillance. WISEC (2018)
Xiaoyan Sun, Jun Dai, Peng Liu, Anoop Singhal, John Yen
Using Bayesian Networks for Probabilistic Identification of Zero-Day Attack Paths. IEEE Trans. Inf. Forensics Secur. 13 (10) (2018)
Chen Tian, Yazhe Wang, Peng Liu, Qihui Zhou, Chengyi Zhang
Using IM-Visor to stop untrusted IME apps from stealing sensitive keystrokes. Cybersecur. 1 (1) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Peng Liu