Mohamed Ali Kâafar

ORCID

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 145

Top Venues

CoRR

Proc. Priv. Enhancing Technol.

IEEE Trans. Inf. Forensics Secur.

Internet Measurement Conference

University of Nice Sophia Antipolis, France (PHD)

Education History

University of Nice Sophia Antipolis, France

PHD

Publications

Muhammad Salman, Muhammad Ikram, Mohamed Ali Kâafar
Investigating Evasive Techniques in SMS Spam Filtering: A Comparative Analysis of Machine Learning Models. IEEE Access 12 (2024)
Conor Atkins, Ian D. Wood, Mohamed Ali Kâafar, Hassan Asghar, Nardine Basta, Michal Kepkowski
ConvoCache: Smart Re-Use of Chatbot Responses. CoRR (2024)
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 (2024)
Benjamin Zi Hao Zhao, Muhammad Ikram, Mohamed Ali Kâafar
GPTs Window Shopping: An analysis of the Landscape of Custom ChatGPT Models. CoRR (2024)
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 (2024)
Houssem Jmal, Firas Ben Hmida, Nardine Basta, Muhammad Ikram, Mohamed Ali Kâafar, Andy Walker
SPGNN-API: A Transferable Graph Neural Network for Attack Paths Identification and Autonomous Mitigation. IEEE Trans. Inf. Forensics Secur. 19 (2024)
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 (2023)
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. BigData (2023)
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 (2023)
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)
Junda Lu, Yukai Miao, Mingyang Chen, Bo Huang, Bing Li, Wei Wang, Dinusha Vatsalan, Mohamed Ali Kâafar
Distance Maximization and Defences on Deep Hashing Based Image Retrieval. ICKG (2023)
Nan Wu, Dinusha Vatsalan, Mohamed Ali Kâafar, Sanath Kumar Ramesh
Privacy-Preserving Record Linkage for Cardinality Counting. AsiaCCS (2023)
I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar
An Empirical Analysis of Security and Privacy Risks in Android Cryptocurrency Wallet Apps. ACNS (2023)
Ian D. Wood, Michal Kepkowski, Leron Zinatullin, Travis Darnley, Mohamed Ali Kâafar
An analysis of scam baiting calls: Identifying and extracting scam stages and scripts. CoRR (2023)
Nan Wu, Dinusha Vatsalan, Mohamed Ali Kâafar, Sanath Kumar Ramesh
Privacy-Preserving Record Linkage for Cardinality Counting. CoRR (2023)
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. BigData (2023)
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) (2023)
Houssem Jmal, Firas Ben Hmida, Nardine Basta, Muhammad Ikram, Mohamed Ali Kâafar, Andy Walker
SPGNN-API: A Transferable Graph Neural Network for Attack Paths Identification and Autonomous Mitigation. CoRR (2023)
Dinusha Vatsalan, Raghav Bhaskar, Mohamed Ali Kâafar
Local Differentially Private Fuzzy Counting in Stream Data Using Probabilistic Data Structures. IEEE Trans. Knowl. Data Eng. 35 (8) (2023)
Nardine Basta, Ming Ding, Muhammad Ikram, Mohamed Ali Kâafar
5G-Enabled Pseudonymity for Cooperative Intelligent Transportation System. CoRR (2022)
Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar
Fairness and Cost Constrained Privacy-Aware Record Linkage. CoRR (2022)
Nardine Basta, Muhammad Ikram, Mohamed Ali Kâafar, Andy Walker
Towards a Zero-Trust Micro-segmentation Network Security Strategy: An Evaluation Framework. NOMS (2022)
Dinusha Vatsalan, Raghav Bhaskar, Mohamed Ali Kâafar
Local Differentially Private Fuzzy Counting in Stream Data using Probabilistic Data Structure. CoRR (2022)
Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
A Differentially Private Framework for Deep Learning With Convexified Loss Functions. IEEE Trans. Inf. Forensics Secur. 17 (2022)
Nazim Uddin Sheikh, Hassan Jameel Asghar, Farhad Farokhi, Mohamed Ali Kâafar
Do Auto-Regressive Models Protect Privacy? Inferring Fine-Grained Energy Consumption From Aggregated Model Parameters. IEEE Trans. Serv. Comput. 15 (6) (2022)
Muhammad Salman, Muhammad Ikram, Mohamed Ali Kâafar
An Empirical Analysis of SMS Scam Detection Systems. CoRR (2022)
Michal Kepkowski, Lucjan Hanzlik, Ian D. Wood, Mohamed Ali Kâafar
How Not to Handle Keys: Timing Attacks on FIDO Authenticator Privacy. CoRR (2022)
Nan Wu, Dinusha Vatsalan, Sunny Verma, Mohamed Ali Kâafar
Fairness and Cost Constrained Privacy-Aware Record Linkage. IEEE Trans. Inf. Forensics Secur. 17 (2022)
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 (2022)
Rahat Masood, Wing Yan Cheng, Dinusha Vatsalan, Deepak Mishra, Hassan Jameel Asghar, Mohamed Ali Kâafar
Privacy Preserving Release of Mobile Sensor Data. CoRR (2022)
Muhammad Ikram, Rahat Masood, Gareth Tyson, Mohamed Ali Kâafar, Roya Ensafi
A Study of Third-party Resources Loading on Web. CoRR (2022)
Michal Kepkowski, Lucjan Hanzlik, Ian D. Wood, Mohamed Ali Kâafar
How Not to Handle Keys: Timing Attacks on FIDO Authenticator Privacy. Proc. Priv. Enhancing Technol. 2022 (4) (2022)
Hina Qayyum, Muhammad Salman, I Wayan Budi Sentana, Duc Linh Giang Nguyen, Muhammad Ikram, Gareth Tyson, Mohamed Ali Kâafar
A First Look at Android Apps' Third-Party Resources Loading. NSS (2022)
Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar, Darren Webb, Peter Dickinson
A Differentially Private Framework for Deep Learning with Convexified Loss Functions. CoRR (2022)
Nazim Uddin Sheikh, Zhigang Lu, Hassan Asghar, Mohamed Ali Kâafar
Trace Recovery: Inferring Fine-grained Trace of Energy Data from Aggregates. SECRYPT (2021)
I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar, Shlomo Berkovsky
Empirical Security and Privacy Analysis of Mobile Symptom Checking Apps on Google Play. SECRYPT (2021)
Zainab Abaid, Dilip Sarkar, Mohamed Ali Kâafar, Sanjay K. Jha
All Infections are Not Created Equal: Time-Sensitive Prediction of Malware Generated Network Attacks. CoRR (2021)
Gioacchino Tangari, Muhammad Ikram, I Wayan Budi Sentana, Kiran Ijaz, Mohamed Ali Kâafar, Shlomo Berkovsky
Analyzing security issues of android mobile health and medical applications. J. Am. Medical Informatics Assoc. 28 (10) (2021)
I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar, Shlomo Berkovsky
Empirical Security and Privacy Analysis of Mobile Symptom Checking Applications on Google Play. CoRR (2021)
Nazim Uddin Sheikh, Zhigang Lu, Hassan Jameel Asghar, Mohamed Ali Kâafar
Trace Recovery: Attacking and Defending the User Privacy in Smart Meter Data Analytics. ICETE (Selected Papers) (2021)
Farhad Farokhi, Nan Wu, David B. Smith, Mohamed Ali Kâafar
The Cost of Privacy in Asynchronous Differentially-Private Machine Learning. IEEE Trans. Inf. Forensics Secur. 16 (2021)
I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar
BlockJack: Towards Improved Prevention of IP Prefix Hijacking Attacks in Inter-domain Routing via Blockchain. SECRYPT (2021)
Nardine Basta, Muhammad Ikram, Mohamed Ali Kâafar, Andy Walker
Towards a Zero-Trust Micro-segmentation Network Security Strategy: An Evaluation Framework. CoRR (2021)
I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar
BlockJack: Towards Improved Prevention of IP Prefix Hijacking Attacks in Inter-Domain Routing Via Blockchain. CoRR (2021)
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 (2021)
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)
I Wayan Budi Sentana, Muhammad Ikram, Mohamed Ali Kâafar
BlockJack: Blocking IP Prefix Hijacker in Inter-Domain Routing. StudentWorkshop@CoNEXT (2020)
Farhad Farokhi, Mohamed Ali Kâafar
Modelling and Quantifying Membership Information Leakage in Machine Learning. CoRR (2020)
Muhammad Ikram, Rahat Masood, Gareth Tyson, Mohamed Ali Kâafar, Noha Loizon, Roya Ensafi
Measuring and Analysing the Chain of Implicit Trust: A Study of Third-party Resources Loading. ACM Trans. Priv. Secur. 23 (2) (2020)
Maryam Shahpasand, Leonard G. C. Hamey, Mohamed Ali Kâafar, Dinusha Vatsalan
Feature-Based Adversarial Attacks Against Machine Learnt Mobile Malware Detectors. ITNAC (2020)
Qing Yang, Yiran Shen, Dinusha Vatsalan, Jianpei Zhang, Mohamed Ali Kâafar, Wen Hu
P4Mobi: A Probabilistic Privacy-Preserving Framework for Publishing Mobility Datasets. IEEE Trans. Veh. Technol. 69 (7) (2020)
Benjamin Zi Hao Zhao, Mohamed Ali Kâafar, Nicolas Kourtellis
Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning. CCSW@CCS (2020)
Farhad Farokhi, Mohamed Ali Kâafar
Predicting Performance of Asynchronous Differentially-Private Learning. CoRR (2020)
Parameswaran Kamalaruban, Victor Perrier, Hassan Jameel Asghar, Mohamed Ali Kâafar
Not All Attributes are Created Equal: dX -Private Mechanisms for Linear Queries. Proc. Priv. Enhancing Technol. 2020 (1) (2020)
Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar
On the Resilience of Biometric Authentication Systems against Random Inputs. CoRR (2020)
Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Mohamed Ali Kâafar
On the Resilience of Biometric Authentication Systems against Random Inputs. NDSS (2020)
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 (2020)
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) (2020)
Nan Wu, Farhad Farokhi, David B. Smith, Mohamed Ali Kâafar
The Value of Collaboration in Convex Machine Learning with Differential Privacy. IEEE Symposium on Security and Privacy (2020)
Benjamin Zi Hao Zhao, Mohamed Ali Kâafar, Nicolas Kourtellis
Not one but many Tradeoffs: Privacy Vs. Utility in Differentially Private Machine Learning. CoRR (2020)
Mahmood Yousefi-Azar, Mohamed Ali Kâafar, Andy Walker
Unsupervised Learning for security of Enterprise networks by micro-segmentation. CoRR (2020)
Benjamin Zi Hao Zhao, Hassan Jameel Asghar, Raghav Bhaskar, Mohamed Ali Kâafar
On Inferring Training Data Attributes in Machine Learning Models. CoRR (2019)
Shizhe Zang, Ming Ding, David Smith, Paul Tyler, Thierry Rakotoarivelo, Mohamed Ali Kâafar
The Impact of Adverse Weather Conditions on Autonomous Vehicles: How Rain, Snow, Fog, and Hail Affect the Performance of a Self-Driving Car. IEEE Veh. Technol. Mag. 14 (2) (2019)
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 (2019)
Nan Wu, Farhad Farokhi, David B. Smith, Mohamed Ali Kâafar
The Value of Collaboration in Convex Machine Learning with Differential Privacy. CoRR (2019)
Muhammad Ikram, Rahat Masood, Gareth Tyson, Mohamed Ali Kâafar, Noha Loizon, Roya Ensafi
The Chain of Implicit Trust: An Analysis of the Web Third-party Resources Loading. CoRR (2019)
Saad Sajid Hashmi, Muhammad Ikram, Mohamed Ali Kâafar
A Longitudinal Analysis of Online Ad-Blocking Blacklists. CoRR (2019)
Muhammad Ikram, Pierrick Beaume, Mohamed Ali Kâafar
DaDiDroid: An Obfuscation Resilient Tool for Detecting Android Malware via Weighted Directed Call Graph Modelling. CoRR (2019)
Hailong Huang, Andrey V. Savkin, Ming Ding, Mohamed Ali Kâafar
Optimized deployment of drone base station to improve user experience in cellular networks. J. Netw. Comput. Appl. 144 (2019)
Muhammad Ikram, Pierrick Beaume, Mohamed Ali Kâafar
DaDiDroid: An Obfuscation Resilient Tool for Detecting Android Malware via Weighted Directed Call Graph Modelling. ICETE (2) (2019)
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)
Hassan Jameel Asghar, Emiliano De Cristofaro, Guillaume Jourjon, Mohamed Ali Kâafar, Laurent Mathy, Luca Melis, Craig Russell, Mang Yu
Fast privacy-preserving network function outsourcing. Comput. Networks 163 (2019)
Hassan Jameel Asghar, Ming Ding, Thierry Rakotoarivelo, Sirine Mrabet, Mohamed Ali Kâafar
Differentially Private Release of High-Dimensional Datasets using the Gaussian Copula. CoRR (2019)
Fangzhou Jiang, Kanchana Thilakarathna, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne
uStash: A Novel Mobile Content Delivery System for Improving User QoE in Public Transport. IEEE Trans. Mob. Comput. 18 (6) (2019)
Muhammad Ikram, Rahat Masood, Gareth Tyson, Mohamed Ali Kâafar, Noha Loizon, Roya Ensafi
The Chain of Implicit Trust: An Analysis of the Web Third-party Resources Loading. WWW (2019)
Saad Sajid Hashmi, Muhammad Ikram, Mohamed Ali Kâafar
A Longitudinal Analysis of Online Ad-Blocking Blacklists. LCN Symposium (2019)
Arash Shaghaghi, Salil S. Kanhere, Mohamed Ali Kâafar, Elisa Bertino, Sanjay Jha
Gargoyle: A Network-based Insider Attack Resilient Framework for Organizations. CoRR (2018)
Rahat Masood, Dinusha Vatsalan, Muhammad Ikram, Mohamed Ali Kâafar
Incognito: A Method for Obfuscating Web Data. WWW (2018)
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) (2018)
Arash Shaghaghi, Salil S. Kanhere, Mohamed Ali Kâafar, Sanjay Jha
Gwardar: Towards Protecting a Software-Defined Network from Malicious Network Operating Systems. CoRR (2018)
Parameswaran Kamalaruban, Victor Perrier, Hassan Jameel Asghar, Mohamed Ali Kâafar
-Private Mechanisms for Linear Queries. CoRR (2018)
Arash Shaghaghi, Mohamed Ali Kâafar, Rajkumar Buyya, Sanjay Jha
Software-Defined Network (SDN) Data Plane Security: Issues, Solutions and Future Directions. CoRR (2018)
Arash Shaghaghi, Salil S. Kanhere, Mohamed Ali Kâafar, Sanjay Jha
Gwardar: Towards Protecting a Software-Defined Network from Malicious Network Operating Systems. NCA (2018)
Jagmohan Chauhan, Mohamed Ali Kâafar, Anirban Mahanti
The Web for Underpowered Mobile Devices: Lessons Learned from Google Glass. IEEE Internet Comput. 22 (3) (2018)
Gaogang Xie, Zhenyu Li, Mohamed Ali Kâafar, Qinghua Wu
Access Types Effect on Internet Video Services and Its Implications on CDN Caching. IEEE Trans. Circuits Syst. Video Technol. 28 (5) (2018)
Ming Ding, David López-Pérez, Holger Claussen, Mohamed Ali Kâafar
On the Fundamental Characteristics of Ultra-Dense Small Cell Networks. IEEE Netw. 32 (3) (2018)
Arash Shaghaghi, Salil S. Kanhere, Mohamed Ali Kâafar, Elisa Bertino, Sanjay Jha
Gargoyle: A Network-based Insider Attack Resilient Framework for Organizations. LCN (2018)
Muhammad Ikram, Hassan Jameel Asghar, Mohamed Ali Kâafar, Anirban Mahanti, Balachander Krishnamurthy
Towards Seamless Tracking-Free Web: Improved Detection of Trackers via One-class Learning. Proc. Priv. Enhancing Technol. 2017 (1) (2017)
Shehroze Farooqi, Guillaume Jourjon, Muhammad Ikram, Mohamed Ali Kâafar, Emiliano De Cristofaro, Muhammad Zubair Shafiq, Arik Friedman, Fareed Zaffar
Characterizing key stakeholders in an online black-hat marketplace. eCrime (2017)
Zainab Abaid, Mohamed Ali Kâafar, Sanjay Jha
Early detection of in-the-wild botnet attacks by exploiting network communication uniformity: An empirical study. Networking (2017)
Zainab Abaid, Mohamed Ali Kâafar, Sanjay Jha
Quantifying the impact of adversarial evasion attacks on machine learning based android malware classifiers. NCA (2017)
Muhammad Ikram, Mohamed Ali Kâafar
A First Look at Ad Blocking Apps on Google Play. CoRR (2017)
Kanchana Thilakarathna, Fangzhou Jiang, Sirine Mrabet, Mohamed Ali Kâafar, Aruna Seneviratne, Gaogang Xie
Crowd-Cache: Leveraging on spatio-temporal correlation in content popularity for mobile networking in proximity. Comput. Commun. 100 (2017)
Suranga Seneviratne, Aruna Seneviratne, Mohamed Ali Kâafar, Anirban Mahanti, Prasant Mohapatra
Spam Mobile Apps: Characteristics, Detection, and in the Wild Analysis. ACM Trans. Web 11 (1) (2017)
Muhammad Ikram, Mohamed Ali Kâafar
A first look at mobile Ad-Blocking apps. NCA (2017)
Zhenyu Li, Mohamed Ali Kâafar, Kavé Salamatian, Gaogang Xie
Characterizing and Modeling User Behavior in a Large-Scale Mobile Live Streaming System. IEEE Trans. Circuits Syst. Video Technol. 27 (12) (2017)
Ming Ding, David López-Pérez, Holger Claussen, Mohamed Ali Kâafar
On the Fundamental Characteristics of Ultra-Dense Small Cell Networks. CoRR (2017)
Hassan Jameel Asghar, Paul Tyler, Mohamed Ali Kâafar
Differentially Private Release of Public Transport Data: The Opal Use Case. CoRR (2017)
Arash Shaghaghi, Mohamed Ali Kâafar, Sanjay Jha
WedgeTail: An Intrusion Prevention System for the Data Plane of Software Defined Networks. AsiaCCS (2017)
David B. Smith, Kanchana Thilakarathna, Mohamed Ali Kâafar
More Flexible Differential Privacy: The Application of Piecewise Mixture Distributions in Query Release. CoRR (2017)

Mohamed Ali Kâafar.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Mohamed Ali Kâafar