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Peng Liu 0005
Person information
- affiliation: Pennsylvania State University, College of Information Sciences and Technology, University Park, PA, USA
- affiliation (former): University of Maryland, Department of Information Systems, Baltimore, MD, USA
- affiliation (PhD 1999): George Mason University, Fairfax, VA, USA
Other persons with the same name
- Peng Liu — disambiguation page
- Peng Liu 0001 — Microsoft Research Asia, Beijing, China
- Peng Liu 0002 — FZI Forschungszentrum Informatik an der Universität Karlsruhe, Germany
- Peng Liu 0003 — Southern University of Science and Technology, Shenzhen, China (and 2 more)
- Peng Liu 0004 — Shenyang University of Technology, School of Management, China
- Peng Liu 0006 — PLA University of Science and Technology, Institute of Command Automation, Nanjing, China
- Peng Liu 0007 — Iowa State University, Department of Statistics, Ames, IA, USA (and 1 more)
- Peng Liu 0008 — Harbin Institute of Technology, Pattern Recognition and Intelligent System Research Center, China
- Peng Liu 0009 — Beijing Institute of Technology, School of Mechanical Engineering, China
- Peng Liu 0010 — Purdue University, USA (and 3 more)
- Peng Liu 0011 — Trinity College Dublin, Ireland
- Peng Liu 0012 — California State University, Fullerton, CA, USA (and 1 more)
- Peng Liu 0013 — China University of Mining and Technology, CUMT-IoT Perception Mine Research Center, Xuzhou, China
- Peng Liu 0014 — Lanzhou University, School of Management, Lanzhou, China
- Peng Liu 0015 — Queen's University, Department of Electr. & Comput. Engineering, Kingston, ON, Canada
- Peng Liu 0016 — Zhejiang University, Department of Information Science and Electronic Engineering, Hangzhou, China
- Peng Liu 0017 — Xidian University, Key Laboratory of Ministry of Education for Electronic Equipment Structure Design, Xian, China
- Peng Liu 0018 — NXP Semiconductors Austria GmbH, Gratkorn, Austria (and 2 more)
- Peng Liu 0019 — Fudan University, Key Laboratory of Wave Scattering and Remote Sensing Information, Shanghai, China (and 1 more)
- Peng Liu 0020 — PLA University of Science and Technology, Department of Network Engineering, Nanjing, China
- Peng Liu 0021 — Huazhong University of Science and Technology, School of Electric and Electronic Engineering, Wuhan, China
- Peng Liu 0022 — Southeast University, School of Automation, Nanjing, China
- Peng Liu 0023 — Jilin University, School of Computer Science and Technology, Changchun, China
- Peng Liu 0024 — Chinese Academic of Science, Institute of Remote Sensing and Digital Earth, Beijing, China
- Peng Liu 0025 — Norwegian University of Science and Technology, Department of Computer Science, Trondheim, Norway
- Peng Liu 0026 — Ohio State University, Department of Electrical and Computer Engineering, Columbus, OH, USA
- Peng Liu 0027 — Hangzhou Dianzi University, School of Computer Science and Technology, National Demonstration Center for Experimental Computer Education, China (and 1 more)
- Peng Liu 0028 — Beijing University of Technology, College of Metropolitan Transportation, China
- Peng Liu 0029 — Jiangnan Institute of Computing Technology, Wuxi, China
- Peng Liu 0030 — Tianjin University, Department of Industrial Engineering, College of Management and Economics, China (and 1 more)
- Peng Liu 0031 — Pennsylvania State University, Department of Electrical Engineering, University Park, PA, USA
- Peng Liu 0032 — Beihang University, School of Electronic and Information Engineering, Beijing, China
- Peng Liu 0033 — Chinese Academy of Science, Institute of Acoustics, Key Laboratory of Information Technology for Autonomous Underwater Vehicles, Beijing, China
- Peng Liu 0034 — University of Newcastle Upon Tyne, UK
- Peng Liu 0035 — Harbin Engineering University, College of Computer Science and Technology, Harbin, China
- Peng Liu 0036 — Ocean University of China, Computing Center, Qingdao, China
- Peng Liu 0037 — University of Florida, J. Crayton Pruitt Family Department of Biomedical Engineering, Gainesvill, FL, USA
- Peng Liu 0038 — Zhengzhou University of Light Industry, College of Electronic and Information Engineering, Zhengzhou, China (and 1 more)
- Peng Liu 0039 — State University of New York at Binghamton, Department of Computer Science, Binghamton, NY, USA
- Peng Liu 0040 — North China Electric Power University, School of Electrical and Electronic Engineering, Beijing, China
- Peng Liu 0041 — University of Wisconsin-Madison, Department of Computer Sciences, Madison, WI, USA
- Peng Liu 0042 — China University of Petroleum, College of Mechanical and Electronic Engineering, Qingdao, China
- Peng Liu 0043 — University of Lausanne, Department of Actuarial Science, Lausanne, Switzerland
- Peng Liu 0044 — Guangxi Normal University, School of Computer Science and Information Technology, Guangxi Key Lab of Multi-Source Information Mining and Security, Guilin, China (and 1 more)
- Peng Liu 0045 — Guangdong University of Technology, School of Computers, Guangzhou, China (and 1 more)
- Peng Liu 0046 — Chinese Academy of Sciences, Institute of Acoustics, Haikou Laboratory, Haikou, China
- Peng Liu 0047 — Huawei Technologies, Wireless Technology Lab, Shenzhen, China (and 1 more)
- Peng Liu 0048 — University of Kent, UK
- Peng Liu 0049 — University of Electronic Science and Technology of China, Chengdu, China
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2020 – today
- 2024
- [j111]Qingtian Zou, Lan Zhang, Xiaoyan Sun, Anoop Singhal, Peng Liu:
Using Explainable AI for Neural Network-Based Network Attack Detection. Computer 57(5): 78-85 (2024) - [j110]Yiyu Yang, Jice Wang, Peng Liu, Anmin Fu, Yuqing Zhang:
Uncovering Access Token Security Flaws in Multiuser Scenario of Smart Home Platforms. IEEE Internet Things J. 11(22): 36841-36857 (2024) - [j109]Qingtian Zou, Lan Zhang, Anoop Singhal, Xiaoyan Sun, Peng Liu:
Analysis of neural network detectors for network attacks. J. Comput. Secur. 32(3): 193-220 (2024) - [j108]Hui Liu, Bo Zhao, Jiabao Guo, Kehuan Zhang, Peng Liu:
A lightweight unsupervised adversarial detector based on autoencoder and isolation forest. Pattern Recognit. 147: 110127 (2024) - [j107]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): 1019-1033 (2024) - [c243]Lan Zhang, Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu:
Evaluating Large Language Models for Real-World Vulnerability Repair in C/C++ Code. IWSPA@CODASPY 2024: 49-58 - [c242]Peng Liu, He Wang, Chen Zheng, Yuqing Zhang:
Prompt Fix: Vulnerability Automatic Repair Technology Based on Prompt Engineering. ICNC 2024: 116-120 - [c241]Fannv He, Yan Jia, Jiayu Zhao, Yue Fang, Jice Wang, Mengyue Feng, Peng Liu, Yuqing Zhang:
Maginot Line: Assessing a New Cross-app Threat to PII-as-Factor Authentication in Chinese Mobile Apps. NDSS 2024 - [i40]Fan Zhang, Peng Liu:
Protecting the 'Stop Using My Data' Right through Blockchain-assisted Evidence Generation. CoRR abs/2406.17694 (2024) - 2023
- [j106]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): 20718-20734 (2023) - [j105]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): 1242 (2023) - [j104]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): 1390-1402 (2023) - [c240]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: 360-372 - [i39]Mustafa Abdallah, Saurabh Bagchi, Shaunak D. Bopardikar, Kevin Chan, Xing Gao, Murat Kantarcioglu, Congmiao Li, Peng Liu, Quanyan Zhu:
Game Theory in Distributed Systems Security: Foundations, Challenges, and Future Directions. CoRR abs/2309.01281 (2023) - 2022
- [j103]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: 33602-33615 (2022) - [j102]Hui Liu, Bo Zhao, Minzhi Ji, Yuefeng Peng, Jiabao Guo, Peng Liu:
Feature-filter: Detecting adversarial examples by filtering out recessive features. Appl. Soft Comput. 124: 109027 (2022) - [j101]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: 108212 (2022) - [j100]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): 2083-2093 (2022) - [j99]Hui Liu, Bo Zhao, Minzhi Ji, Mengchen Li, Peng Liu:
GreedyFool: Multi-factor imperceptibility and its application to designing a black-box adversarial attack. Inf. Sci. 613: 717-730 (2022) - [j98]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): 541-570 (2022) - [j97]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): 1511-1523 (2022) - [j96]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): 1082-1099 (2022) - [j95]Donghai Tian, Qiang Zeng, Dinghao Wu, Peng Liu, Changzhen Hu:
Semi-Synchronized Non-Blocking Concurrent Kernel Cruising. IEEE Trans. Cloud Comput. 10(2): 1428-1444 (2022) - [j94]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): 3494-3507 (2022) - [j93]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: 3051-3061 (2022) - [c239]Benjamin Reidys, Peng Liu, Jian Huang:
RSSD: defend against ransomware with hardware-isolated network-storage codesign and post-attack analysis. ASPLOS 2022: 726-739 - [c238]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: 1887-1900 - [c237]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. CCS 2022: 3269-3283 - [c236]Gaurav Goyal, Peng Liu, Shamik Sural:
Securing Smart Home IoT Systems with Attribute-Based Access Control. SAT-CPS@CODASPY 2022: 37-46 - [c235]Qingtian Zou, Lan Zhang, Anoop Singhal, Xiaoyan Sun, Peng Liu:
Attacks on ML Systems: From Security Analysis to Attack Mitigation. ICISS 2022: 119-138 - [c234]Mianxue Gu, Hantao Feng, Hongyu Sun, Peng Liu, Qiuling Yue, Jinglu Hu, Chunjie Cao, Yuqing Zhang:
Hierarchical Attention Network for Interpretable and Fine-Grained Vulnerability Detection. INFOCOM Workshops 2022: 1-6 - [c233]Devansh Rajgarhia, Peng Liu, Shamik Sural:
Identifying Channel Related Vulnerabilities in Zephyr Firmware. iThings/GreenCom/CPSCom/SmartData/Cybermatics 2022: 113-118 - [c232]Lei Zhang, Keke Lian, Haoyu Xiao, Zhibo Zhang, Peng Liu, Yuan Zhang, Min Yang, Haixin Duan:
Exploit the Last Straw That Breaks Android Systems. SP 2022: 2230-2247 - [c231]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: 4365-4382 - [i38]Hui Liu, Bo Zhao, Yuefeng Peng, Weidong Li, Peng Liu:
Towards Understanding and Harnessing the Effect of Image Transformation in Adversarial Detection. CoRR abs/2201.01080 (2022) - [i37]Benjamin Reidys, Peng Liu, Jian Huang:
RSSD: Defend against Ransomware with Hardware-Isolated Network-Storage Codesign and Post-Attack Analysis. CoRR abs/2206.05821 (2022) - [i36]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 abs/2208.07833 (2022) - [i35]Hui Liu, Bo Zhao, Kehuan Zhang, Peng Liu:
Nowhere to Hide: A Lightweight Unsupervised Detector against Adversarial Examples. CoRR abs/2210.08579 (2022) - [i34]Wei Song, Rui Hou, Peng Liu, Xiaoxin Li, Peinan Li, Lutan Zhao, Xiaofei Fu, Yifei Sun, Dan Meng:
Remapped Cache Layout: Thwarting Cache-Based Side-Channel Attacks with a Hardware Defense. CoRR abs/2211.06056 (2022) - 2021
- [j92]Zhilong Wang, Peng Liu:
Position paper: GPT conjecture: understanding the trade-offs between granularity, performance and timeliness in control-flow integrity. Cybersecur. 4(1): 33 (2021) - [j91]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): 11621-11639 (2021) - [j90]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): 15422-15440 (2021) - [j89]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): 1212-1228 (2021) - [j88]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: 102114 (2021) - [j87]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): 255-270 (2021) - [j86]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): 963-978 (2021) - [j85]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: 4691-4704 (2021) - [j84]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): 908-920 (2021) - [j83]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): 1929-1942 (2021) - [c230]Dongliang Fang, Zhanwei Song, Le Guan, Puzhuo Liu, Anni Peng, Kai Cheng, Yaowen Zheng, Peng Liu, Hongsong Zhu, Limin Sun:
ICS3Fuzzer: A Framework for Discovering Protocol Implementation Bugs in ICS Supervisory Software by Fuzzing. ACSAC 2021: 849-860 - [c229]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: 336-348 - [c228]Wenhui Zhang, Peng Liu, Trent Jaeger:
Analyzing the Overhead of File Protection by Linux Security Modules. AsiaCCS 2021: 393-406 - [c227]Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu:
Deep Learning for Detecting Network Attacks: An End-to-End Approach. DBSec 2021: 221-234 - [c226]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. SP 2021: 955-969 - [c225]Wei Zhou, Le Guan, Peng Liu, Yuqing Zhang:
Automatic Firmware Emulation through Invalidity-guided Knowledge Inference. USENIX Security Symposium 2021: 2007-2024 - [i33]Wenhui Zhang, Trent Jaeger, Peng Liu:
Analyzing the Overhead of Filesystem Protection Using Linux Security Modules. CoRR abs/2101.11611 (2021) - [i32]Ayodeji Oseni, Nour Moustafa, Helge Janicke, Peng Liu, Zahir Tari, Athanasios V. Vasilakos:
Security and Privacy for Artificial Intelligence: Opportunities and Challenges. CoRR abs/2102.04661 (2021) - [i31]Haizhou Wang, Peng Liu:
Tackling Imbalanced Data in Cybersecurity with Transfer Learning: A Case with ROP Payload Detection. CoRR abs/2105.02996 (2021) - [i30]Wei Zhou, Le Guan, Peng Liu, Yuqing Zhang:
Automatic Firmware Emulation through Invalidity-guided Knowledge Inference (Extended Version). CoRR abs/2107.07759 (2021) - [i29]Hui Liu, Bo Zhao, Yuefeng Peng, Jiabao Guo, Peng Liu:
Feature-Filter: Detecting Adversarial Examples through Filtering off Recessive Features. CoRR abs/2107.09502 (2021) - [i28]Kai Cheng, Tao Liu, Le Guan, Peng Liu, Hong Li, Hongsong Zhu, Limin Sun:
Finding Taint-Style Vulnerabilities in Linux-based Embedded Firmware with SSE-based Alias Analysis. CoRR abs/2109.12209 (2021) - [i27]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 abs/2111.14072 (2021) - 2020
- [j82]DongHyun Ko, SeokHwan Choi, Jin-Myeong Shin, Peng Liu, Yoon-Ho Choi:
Structural Image De-Identification for Privacy-Preserving Deep Learning. IEEE Access 8: 119848-119862 (2020) - [j81]Hunmin Kim, Pinyao Guo, Minghui Zhu, Peng Liu:
Simultaneous input and state estimation for stochastic nonlinear systems with additive unknown inputs. Autom. 111 (2020) - [j80]Qingtian Zou, Xiaoyan Sun, Peng Liu, Anoop Singhal:
An Approach for Detection of Advanced Persistent Threat Attacks. Computer 53(12): 92-96 (2020) - [j79]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): 15 (2020) - [j78]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): 499-523 (2020) - [j77]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: 8884924:1-8884924:14 (2020) - [j76]Zhisheng Hu, Minghui Zhu, Peng Liu:
Adaptive Cyber Defense Against Multi-Stage Attacks Using Learning-Based POMDP. ACM Trans. Priv. Secur. 24(1): 6:1-6:25 (2020) - [j75]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): 2946-2964 (2020) - [j74]Weizhe Zhang, Huanran Wang, Hui He, Peng Liu:
DAMBA: Detecting Android Malware by ORGB Analysis. IEEE Trans. Reliab. 69(1): 55-69 (2020) - [c224]Chen Cao, Le Guan, Jiang Ming, Peng Liu:
Device-agnostic Firmware Execution is Possible: A Concolic Execution Approach for Peripheral Emulation. ACSAC 2020: 746-759 - [c223]Hunmin Kim, Pinyao Guo, Minghui Zhu, Peng Liu:
On Data-driven Attack-resilient Gaussian Process Regression for Dynamic Systems. ACC 2020: 2981-2986 - [c222]Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu:
Automatic Recognition of Advanced Persistent Threat Tactics for Enterprise Security. IWSPA@CODASPY 2020: 43-52 - [c221]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: 20-35 - [c220]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: 4221-4228 - [c219]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: 195-208 - [c218]Feng Xiao, Jinquan Zhang, Jianwei Huang, Guofei Gu, Dinghao Wu, Peng Liu:
Unexpected Data Dependency Creation and Chaining: A New Attack to SDN. SP 2020: 1512-1526 - [c217]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: 615-622 - [p16]Chen Zhong, John Yen, Peng Liu:
Can Cyber Operations Be Made Autonomous? An Answer from the Situational Awareness Viewpoint. Adaptive Autonomous Secure Cyber Systems 2020: 63-88 - [e11]Jorge Lobo, Scott D. Stoller, Peng Liu:
Proceedings of the 25th ACM Symposium on Access Control Models and Technologies, SACMAT 2020, Barcelona, Spain, June 10-12, 2020. ACM 2020, ISBN 978-1-4503-7568-9 [contents] - [i26]Eunjung Yoon, Peng Liu:
Practical Verification of MapReduce Computation Integrity via Partial Re-execution. CoRR abs/2002.09560 (2020) - [i25]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 abs/2008.01957 (2020) - [i24]Lan Zhang, Peng Liu, Yoon-Ho Choi:
Semantic-preserving Reinforcement Learning Attack Against Graph Neural Networks for Malware Detection. CoRR abs/2009.05602 (2020) - [i23]Hui Liu, Bo Zhao, Jiabao Guo, Yang An, Peng Liu:
GreedyFool: An Imperceptible Black-box Adversarial Example Attack against Neural Networks. CoRR abs/2010.06855 (2020) - [i22]Qingtian Zou, Anoop Singhal, Xiaoyan Sun, Peng Liu:
Generating Comprehensive Data with Protocol Fuzzing for Applying Deep Learning to Detect Network Attacks. CoRR abs/2012.12743 (2020) - [i21]Lun-Pin Yuan, Peng Liu, Sencun Zhu:
Recomposition vs. Prediction: A Novel Anomaly Detection for Discrete Events Based On Autoencoder. CoRR abs/2012.13972 (2020)
2010 – 2019
- 2019
- [j73]Zhisheng Hu, Minghui Zhu, Ping Chen, Peng Liu:
On convergence rates of game theoretic reinforcement learning algorithms. Autom. 104: 90-101 (2019) - [j72]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: 811-825 (2019) - [j71]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): 1606-1616 (2019) - [j70]Chen Zhong, John Yen, Peng Liu, Robert F. Erbacher:
Learning From Experts' Experience: Toward Automated Cyber Security Data Triage. IEEE Syst. J. 13(1): 603-614 (2019) - [j69]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): 438-453 (2019) - [c216]Peng Liu, Yuqing Zhang:
IoT S&P 2019: 2nd Workshop on the Internet of Things Security and Privacy. CCS 2019: 2713-2714 - [c215]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: 1-6 - [c214]Peiying Wang, Shijie Jia, Bo Chen, Luning Xia, Peng Liu:
MimosaFTL: Adding Secure and Practical Ransomware Defense Strategy to Flash Translation Layer. CODASPY 2019: 327-338 - [c213]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: 638-657 - [c212]Lingyun Situ, Linzhang Wang, Xuandong Li, Le Guan, Wenhui Zhang, Peng Liu:
Energy distribution matters in greybox fuzzing. ICSE (Companion Volume) 2019: 270-271 - [c211]Wei Song, Peng Liu:
Dynamically Finding Minimal Eviction Sets Can Be Quicker Than You Think for Side-Channel Attacks against the LLC. RAID 2019: 427-442 - [c210]Lun-Pin Yuan, Wenjun Hu, Ting Yu, Peng Liu, Sencun Zhu:
Towards Large-Scale Hunting for Android Negative-Day Malware. RAID 2019: 533-545 - [c209]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: 1133-1150 - [c208]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: 34-44 - [p15]George Cybenko, Michael P. Wellman, Peng Liu, Minghui Zhu:
Overview of Control and Game Theory in Adaptive Cyber Defenses. Adversarial and Uncertain Reasoning for Adaptive Cyber Defense 2019: 1-11 - [p14]Zhisheng Hu, Ping Chen, Minghui Zhu, Peng Liu:
Reinforcement Learning for Adaptive Cyber Defense Against Zero-Day Attacks. Adversarial and Uncertain Reasoning for Adaptive Cyber Defense 2019: 54-93 - [p13]Ping Chen, Zhisheng Hu, Jun Xu, Minghui Zhu, Rob Erbacher, Sushil Jajodia, Peng Liu:
MTD Techniques for Memory Protection Against Zero-Day Attacks. Adversarial and Uncertain Reasoning for Adaptive Cyber Defense 2019: 129-155 - [p12]Benjamin W. Priest, George Cybenko, Satinder Singh, Massimiliano Albanese, Peng Liu:
Online and Scalable Adaptive Cyber Defense. Adversarial and Uncertain Reasoning for Adaptive Cyber Defense 2019: 232-261 - [e10]Peng Liu, Yuqing Zhang:
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