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ORCIDBenjamin Zi Hao Zhao
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2020 – today
- 2024
[j9]Hassan Jameel Asghar
, Benjamin Zi Hao Zhao, Muhammad Ikram, Giang Linh Duc Nguyen, Dali Kaafar, Sean Lamont, Daniel Coscia:
Use of cryptography in malware obfuscation. J. Comput. Virol. Hacking Tech. 20(1): 135-152 (2024)- [c16]Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Minhui Xue:
LACMUS: Latent Concept Masking for General Robustness Enhancement of DNNs. SP 2024: 2977-2995 - [c15]Shuo Wang, Hongsheng Hu, Jiamin Chang, Benjamin Zi Hao Zhao, Qi Alfred Chen, Minhui Xue:
DNN-GP: Diagnosing and Mitigating Model's Faults Using Latent Concepts. USENIX Security Symposium 2024 - [c14]Benjamin Zi Hao Zhao, Junda Lu, Xiaowei Zhou, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kâafar:
On Adversarial Training with Incorrect Labels. WISE (4) 2024: 116-132 - [i28]Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Nicolas Kourtellis, Mohamed Ali Kâafar:
Exploring the Distinctive Tweeting Patterns of Toxic Twitter Users. CoRR abs/2401.14141 (2024) - [i27]Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Nicolas Kourtellis, Mohamed Ali Kâafar:
On mission Twitter Profiles: A Study of Selective Toxic Behavior. CoRR abs/2401.14252 (2024) - [i26]Ali Reza Ghavamipour, Benjamin Zi Hao Zhao, Oguzhan Ersoy, Fatih Turkmen:
Privacy-Preserving Aggregation for Decentralized Learning with Byzantine-Robustness. CoRR abs/2404.17970 (2024) - [i25]Ali Reza Ghavamipour, Benjamin Zi Hao Zhao, Fatih Turkmen:
Privacy-Preserving, Dropout-Resilient Aggregation in Decentralized Learning. CoRR abs/2404.17984 (2024) - [i24]Benjamin Zi Hao Zhao, Muhammad Ikram, Mohamed Ali Kâafar:
GPTs Window Shopping: An analysis of the Landscape of Custom ChatGPT Models. CoRR abs/2405.10547 (2024) - [i23]Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Mohamad Ali Kâafar, Nicolas Kourtellis:
SenTopX: Benchmark for User Sentiment on Various Topics. CoRR abs/2406.02801 (2024) - [i22]Muhammad Salman, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Muhammad Ikram, Sidharth Kaushik, Mohamed Ali Kâafar:
On the Robustness of Malware Detectors to Adversarial Samples. CoRR abs/2408.02310 (2024) - 2023
- [j8]Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko:
DDoD: Dual Denial of Decision Attacks on Human-AI Teams. IEEE Pervasive Comput. 22(1): 77-84 (2023) - [j7]Rana Salal Ali, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Tham Nguyen, Ian David Wood, Mohamed Ali Kâafar:
Unintended Memorization and Timing Attacks in Named Entity Recognition Models. Proc. Priv. Enhancing Technol. 2023(2): 329-346 (2023) - [c13]Conor Atkins, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Ian D. Wood, Mohamed Ali Kâafar:
Those Aren't Your Memories, They're Somebody Else's: Seeding Misinformation in Chat Bot Memories. ACNS (1) 2023: 284-308 - [c12]Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Nicolas Kourtellis, Mohamed Ali Kâafar:
Exploring the Distinctive Tweeting Patterns of Toxic Twitter Users. IEEE Big Data 2023: 3624-3633 - [c11]Hina Qayyum, Muhammad Ikram, Benjamin Zi Hao Zhao, Ian D. Wood, Nicolas Kourtellis, Mohamed Ali Kâafar:
On mission Twitter Profiles: A Study of Selective Toxic Behavior. IEEE Big Data 2023: 3634-3643 - [c10]Hina Qayyum, Benjamin Zi Hao Zhao, Ian D. Wood, Muhammad Ikram, Nicolas Kourtellis, Mohamed Ali Kâafar:
A longitudinal study of the top 1% toxic Twitter profiles. WebSci 2023: 292-303 - [i21]Hina Qayyum, Benjamin Zi Hao Zhao, Ian D. Wood, Muhammad Ikram, Mohamed Ali Kâafar, Nicolas Kourtellis:
A longitudinal study of the top 1% toxic Twitter profiles. CoRR abs/2303.14603 (2023) - [i20]Conor Atkins, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Ian D. Wood, Mohamed Ali Kâafar:
Those Aren't Your Memories, They're Somebody Else's: Seeding Misinformation in Chat Bot Memories. CoRR abs/2304.05371 (2023) - 2022
- [j6]Shaofeng Li, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Suguo Du, Haojin Zhu:
Backdoors Against Natural Language Processing: A Review. IEEE Secur. Priv. 20(5): 50-59 (2022) - [p1]Shaofeng Li, Shiqing Ma, Minhui Xue, Benjamin Zi Hao Zhao:
Deep Learning Backdoors. Security and Artificial Intelligence 2022: 313-334 - [i19]Hina Qayyum, Benjamin Zi Hao Zhao, Ian D. Wood, Muhammad Ikram, Mohamed Ali Kâafar, Nicolas Kourtellis:
A deep dive into the consistently toxic 1% of Twitter. CoRR abs/2202.07853 (2022) - [i18]Rana Salal Ali, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Tham Nguyen, Ian David Wood, Dali Kaafar:
Unintended Memorization and Timing Attacks in Named Entity Recognition Models. CoRR abs/2211.02245 (2022) - [i17]Benjamin Tag, Niels van Berkel, Sunny Verma, Benjamin Zi Hao Zhao, Shlomo Berkovsky, Dali Kaafar, Vassilis Kostakos, Olga Ohrimenko:
DDoD: Dual Denial of Decision Attacks on Human-AI Teams. CoRR abs/2212.03980 (2022) - [i16]Hassan Jameel Asghar, Benjamin Zi Hao Zhao, Muhammad Ikram, Giang L. D. Nguyen, Dali Kaafar, Sean Lamont, Daniel Coscia:
SoK: Use of Cryptography in Malware Obfuscation. CoRR abs/2212.04008 (2022) - [i15]Hassan Jameel Asghar, Benjamin Zi Hao Zhao, Muhammad Ikram, Giang Linh Duc Nguyen, Dali Kaafar, Sean Lamont, Daniel Coscia:
SoK: Use of Cryptography in Malware Obfuscation. IACR Cryptol. ePrint Arch. 2022: 1699 (2022) - 2021
- [j5]Yuantian Miao, Minhui Xue, Chao Chen, Lei Pan, Jun Zhang, Benjamin Zi Hao Zhao, Dali Kaafar, Yang Xiang:
The Audio Auditor: User-Level Membership Inference in Internet of Things Voice Services. Proc. Priv. Enhancing Technol. 2021(1): 209-228 (2021) - [j4]Shaofeng Li, Minhui Xue, Benjamin Zi Hao Zhao, Haojin Zhu, Xinpeng Zhang:
Invisible Backdoor Attacks on Deep Neural Networks Via Steganography and Regularization. IEEE Trans. Dependable Secur. Comput. 18(5): 2088-2105 (2021) - [j3]Jialin Wen, Benjamin Zi Hao Zhao, Minhui Xue, Alina Oprea, Haifeng Qian:
With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Linear Regression Models. IEEE Trans. Inf. Forensics Secur. 16: 3709-3723 (2021) - [c9]Liuqiao Chen, Hu Wang, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian:
Oriole: Thwarting Privacy Against Trustworthy Deep Learning Models. ACISP 2021: 550-568 - [c8]Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu:
Hidden Backdoors in Human-Centric Language Models. CCS 2021: 3123-3140 - [c7]Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson:
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models. EuroS&P 2021: 232-251 - [i14]Liuqiao Chen, Hu Wang, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian:
Oriole: Thwarting Privacy against Trustworthy Deep Learning Models. CoRR abs/2102.11502 (2021) - [i13]Benjamin Zi Hao Zhao, Aviral Agrawal, Catisha Coburn, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson:
On the (In)Feasibility of Attribute Inference Attacks on Machine Learning Models. CoRR abs/2103.07101 (2021) - [i12]Shaofeng Li, Hui Liu, Tian Dong, Benjamin Zi Hao Zhao, Minhui Xue, Haojin Zhu, Jialiang Lu:
Hidden Backdoors in Human-Centric Language Models. CoRR abs/2105.00164 (2021) - [i11]Wanchuang Zhu, Benjamin Zi Hao Zhao, Simon Luo, Ke Deng:
MANDERA: Malicious Node Detection in Federated Learning via Ranking. CoRR abs/2110.11736 (2021) - 2020
- [j2]Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar, Francesca Trevisan, Haiyue Yuan:
Exploiting Behavioral Side Channels in Observation Resilient Cognitive Authentication Schemes. ACM Trans. Priv. Secur. 24(1): 1:1-1:33 (2020) - [c6]Jialin Wen, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian:
PALOR: Poisoning Attacks Against Logistic Regression. ACISP 2020: 447-460 - [c5]Benjamin Zi Hao Zhao, Mohamed Ali Kâafar, Nicolas Kourtellis:
Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning. CCSW 2020: 15-26 - [c4]Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar:
On the Resilience of Biometric Authentication Systems against Random Inputs. NDSS 2020 - [i10]Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar:
On the Resilience of Biometric Authentication Systems against Random Inputs. CoRR abs/2001.04056 (2020) - [i9]Jialin Wen, Benjamin Zi Hao Zhao, Minhui Xue, Haifeng Qian:
With Great Dispersion Comes Greater Resilience: Efficient Poisoning Attacks and Defenses for Online Regression Models. CoRR abs/2006.11928 (2020) - [i8]Shaofeng Li, Shiqing Ma, Minhui Xue, Benjamin Zi Hao Zhao:
Deep Learning Backdoors. CoRR abs/2007.08273 (2020) - [i7]Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar, Francesca Trevisan, Haiyue Yuan:
Exploiting Behavioral Side-Channels in Observation Resilient Cognitive Authentication Schemes. CoRR abs/2007.11210 (2020) - [i6]Benjamin Zi Hao Zhao, Mohamed Ali Kâafar, Nicolas Kourtellis:
Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning. CoRR abs/2008.08807 (2020)
2010 – 2019
- 2019
- [c3]Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kâafar, Abdelberi Chaabane, Kanchana Thilakarathna:
A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists. AsiaCCS 2019: 193-205 - [i5]Benjamin Zi Hao Zhao, Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kâafar, Abdelberi Chaabane, Kanchana Thilakarathna:
A Decade of Mal-Activity Reporting: A Retrospective Analysis of Internet Malicious Activity Blacklists. CoRR abs/1904.10629 (2019) - [i4]Yuantian Miao, Benjamin Zi Hao Zhao, Minhui Xue, Chao Chen, Lei Pan, Jun Zhang, Dali Kaafar, Yang Xiang:
The Audio Auditor: Participant-Level Membership Inference in Voice-Based IoT. CoRR abs/1905.07082 (2019) - [i3]Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar:
On Inferring Training Data Attributes in Machine Learning Models. CoRR abs/1908.10558 (2019) - [i2]Shaofeng Li, Benjamin Zi Hao Zhao, Jiahao Yu, Minhui Xue, Dali Kaafar, Haojin Zhu:
Invisible Backdoor Attacks Against Deep Neural Networks. CoRR abs/1909.02742 (2019) - 2018
- [j1]Rahat Masood, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar:
Touch and You're Trapp(ck)ed: Quantifying the Uniqueness of Touch Gestures for Tracking. Proc. Priv. Enhancing Technol. 2018(2): 122-142 (2018) - 2017
- [c2]Rahat Masood, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar:
POSTER: TouchTrack: How Unique are your Touch Gestures? CCS 2017: 2555-2557 - [c1]Jagmohan Chauhan, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Jonathan Chan, Mohamed Ali Kâafar:
BehavioCog: An Observation Resistant Authentication Scheme. Financial Cryptography 2017: 39-58 - 2016
- [i1]Jagmohan Chauhan, Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Jonathan Chan, Mohamed Ali Kâafar:
BehavioCog: An Observation Resistant Authentication Scheme. CoRR abs/1610.09044 (2016)
Coauthor Index
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last updated on 2024-12-13 19:10 CET by the dblp team
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