Hossein Fereidooni

According to our database, Hossein Fereidooni authored at least 23 papers between 2014 and 2024.

Collaborative distances:

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

2024

Phantom: Untargeted Poisoning Attacks on Semi-Supervised Learning (Full Version).

Jonathan Knauer, Phillip Rieger, Hossein Fereidooni, Ahmad-Reza Sadeghi

CoRR, 2024

Xplain: Analyzing Invisible Correlations in Model Explanation.

Kavita Kumari, Alessandro Pegoraro, Hossein Fereidooni, Ahmad-Reza Sadeghi

Proceedings of the 33rd USENIX Security Symposium, 2024

DEMASQ: Unmasking the ChatGPT Wordsmith.

Kavita Kumari, Alessandro Pegoraro, Hossein Fereidooni, Ahmad-Reza Sadeghi

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning.

Hossein Fereidooni, Alessandro Pegoraro, Phillip Rieger, Alexandra Dmitrienko, Ahmad-Reza Sadeghi

Proceedings of the 31st Annual Network and Distributed System Security Symposium, 2024

2023

To ChatGPT, or not to ChatGPT: That is the question!

Alessandro Pegoraro, Kavita Kumari, Hossein Fereidooni, Ahmad-Reza Sadeghi

CoRR, 2023

ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks.

Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi

Proceedings of the 32nd USENIX Security Symposium, 2023

BayBFed: Bayesian Backdoor Defense for Federated Learning.

Kavita Kumari, Phillip Rieger, Hossein Fereidooni, Murtuza Jadliwala, Ahmad-Reza Sadeghi

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

Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning.

Christoph Sendner, Huili Chen, Hossein Fereidooni, Lukas Petzi, Jan König, Jasper Stang, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms.

Hossein Fereidooni, Jan König, Phillip Rieger, Marco Chilese, Bora Gökbakan, Moritz Finke, Alexandra Dmitrienko, Ahmad-Reza Sadeghi

Proceedings of the 30th Annual Network and Distributed System Security Symposium, 2023

FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks.

Jorge Castillo, Phillip Rieger, Hossein Fereidooni, Qian Chen, Ahmad-Reza Sadeghi

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

FLAME: Taming Backdoors in Federated Learning.

Thien Duc Nguyen, Phillip Rieger, Huili Chen, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Shaza Zeitouni, Farinaz Koushanfar, Ahmad-Reza Sadeghi, Thomas Schneider

Proceedings of the 31st USENIX Security Symposium, 2022

FedCRI: Federated Mobile Cyber-Risk Intelligence.

Hossein Fereidooni, Alexandra Dmitrienko, Phillip Rieger, Markus Miettinen, Ahmad-Reza Sadeghi, Felix Madlener

Proceedings of the 29th Annual Network and Distributed System Security Symposium, 2022

2021

FLGUARD: Secure and Private Federated Learning.

Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni

IACR Cryptol. ePrint Arch., 2021

SAFELearn: Secure Aggregation for private FEderated Learning.

Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni

IACR Cryptol. ePrint Arch., 2021

ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning.

Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar

CoRR, 2021

2020

Peek-a-boo: i see your smart home activities, even encrypted!

Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, A. Selcuk Uluagac

Proceedings of the WiSec '20: 13th ACM Conference on Security and Privacy in Wireless and Mobile Networks, 2020

On the Security of Strong Memristor-based Physically Unclonable Functions.

Shaza Zeitouni, Emmanuel Stapf, Hossein Fereidooni, Ahmad-Reza Sadeghi

Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020

2019

DÏoT: A Federated Self-learning Anomaly Detection System for IoT.

Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi

Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019

2017

Breaking Fitness Records Without Moving: Reverse Engineering and Spoofing Fitbit.

Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti

Proceedings of the Research in Attacks, Intrusions, and Defenses, 2017

Fitness Trackers: Fit for Health but Unfit for Security and Privacy.

Hossein Fereidooni, Tommaso Frassetto, Markus Miettinen, Ahmad-Reza Sadeghi, Mauro Conti

Proceedings of the Second IEEE/ACM International Conference on Connected Health: Applications, 2017

2016

Android Code Protection via Obfuscation Techniques: Past, Present and Future Directions.

Parvez Faruki, Hossein Fereidooni, Vijay Laxmi, Mauro Conti, Manoj Singh Gaur

CoRR, 2016

ANASTASIA: ANdroid mAlware detection using STatic analySIs of Applications.

Hossein Fereidooni, Mauro Conti, Danfeng Yao, Alessandro Sperduti

Proceedings of the 8th IFIP International Conference on New Technologies, 2016

2014

Secure Message Delivery Games for Device-to-Device Communications.

Emmanouil A. Panaousis, Tansu Alpcan, Hossein Fereidooni, Mauro Conti

Proceedings of the Decision and Game Theory for Security - 5th International Conference, 2014