Hossein Fereidooni

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 29

Top Topics

Transfer Learning

Malware Detection

Static Analysis

Reverse Engineer

Top Venues

USENIX Security Symposium

IACR Cryptol. ePrint Arch.

Publications

Kavita Kumari, Alessandro Pegoraro, Hossein Fereidooni, Ahmad-Reza Sadeghi
Xplain: Analyzing Invisible Correlations in Model Explanation. USENIX Security Symposium (2024)
Christoph Sendner, Huili Chen, Hossein Fereidooni, Lukas Petzi, Jan König, Jasper Stang, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar
Smarter Contracts: Detecting Vulnerabilities in Smart Contracts with Deep Transfer Learning. NDSS (2023)
Kavita Kumari, Phillip Rieger, Hossein Fereidooni, Murtuza Jadliwala, Ahmad-Reza Sadeghi
BayBFed: Bayesian Backdoor Defense for Federated Learning. CoRR (2023)
Hossein Fereidooni, Jan König, Phillip Rieger, Marco Chilese, Bora Gökbakan, Moritz Finke, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms. CoRR (2023)
Alessandro Pegoraro, Kavita Kumari, Hossein Fereidooni, Ahmad-Reza Sadeghi
To ChatGPT, or not to ChatGPT: That is the question! CoRR (2023)
Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks. CoRR (2023)
Jorge Castillo, Phillip Rieger, Hossein Fereidooni, Qian Chen, Ahmad Sadeghi
FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks. ACSAC (2023)
Hossein Fereidooni, Alessandro Pegoraro, Phillip Rieger, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
FreqFed: A Frequency Analysis-Based Approach for Mitigating Poisoning Attacks in Federated Learning. CoRR (2023)
Hossein Fereidooni, Jan König, Phillip Rieger, Marco Chilese, Bora Gökbakan, Moritz Finke, Alexandra Dmitrienko, Ahmad-Reza Sadeghi
AuthentiSense: A Scalable Behavioral Biometrics Authentication Scheme using Few-Shot Learning for Mobile Platforms. NDSS (2023)
Kavita Kumari, Phillip Rieger, Hossein Fereidooni, Murtuza Jadliwala, Ahmad-Reza Sadeghi
BayBFed: Bayesian Backdoor Defense for Federated Learning. SP (2023)
Jorge Castillo, Phillip Rieger, Hossein Fereidooni, Qian Chen, Ahmad Sadeghi
FLEDGE: Ledger-based Federated Learning Resilient to Inference and Backdoor Attacks. CoRR (2023)
Phillip Rieger, Marco Chilese, Reham Mohamed, Markus Miettinen, Hossein Fereidooni, Ahmad-Reza Sadeghi
ARGUS: Context-Based Detection of Stealthy IoT Infiltration Attacks. USENIX Security Symposium (2023)
Kavita Kumari, Alessandro Pegoraro, Hossein Fereidooni, Ahmad-Reza Sadeghi
DEMASQ: Unmasking the ChatGPT Wordsmith. CoRR (2023)
Hossein Fereidooni, Alexandra Dmitrienko, Phillip Rieger, Markus Miettinen, Ahmad-Reza Sadeghi, Felix Madlener
FedCRI: Federated Mobile Cyber-Risk Intelligence. NDSS (2022)
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
FLAME: Taming Backdoors in Federated Learning. USENIX Security Symposium (2022)
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
FLGUARD: Secure and Private Federated Learning. CoRR (2021)
Oliver Lutz, Huili Chen, Hossein Fereidooni, Christoph Sendner, Alexandra Dmitrienko, Ahmad-Reza Sadeghi, Farinaz Koushanfar
ESCORT: Ethereum Smart COntRacTs Vulnerability Detection using Deep Neural Network and Transfer Learning. CoRR (2021)
Thien Duc Nguyen, Phillip Rieger, Hossein Yalame, Helen Möllering, Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Ahmad-Reza Sadeghi, Thomas Schneider, Shaza Zeitouni
FLGUARD: Secure and Private Federated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
SAFELearn: Secure Aggregation for private FEderated Learning. IACR Cryptol. ePrint Arch. 2021 (2021)
Hossein Fereidooni, Samuel Marchal, Markus Miettinen, Azalia Mirhoseini, Helen Möllering, Thien Duc Nguyen, Phillip Rieger, Ahmad-Reza Sadeghi, Thomas Schneider, Hossein Yalame, Shaza Zeitouni
SAFELearn: Secure Aggregation for private FEderated Learning. SP Workshops (2021)
Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, A. Selcuk Uluagac
Peek-a-boo: i see your smart home activities, even encrypted! WISEC (2020)
Shaza Zeitouni, Emmanuel Stapf, Hossein Fereidooni, Ahmad-Reza Sadeghi
On the Security of Strong Memristor-based Physically Unclonable Functions. DAC (2020)
Thien Duc Nguyen, Samuel Marchal, Markus Miettinen, Hossein Fereidooni, N. Asokan, Ahmad-Reza Sadeghi
DÏoT: A Federated Self-learning Anomaly Detection System for IoT. ICDCS (2019)
Abbas Acar, Hossein Fereidooni, Tigist Abera, Amit Kumar Sikder, Markus Miettinen, Hidayet Aksu, Mauro Conti, Ahmad-Reza Sadeghi, A. Selcuk Uluagac
Peek-a-Boo: I see your smart home activities, even encrypted! CoRR (2018)
Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
Breaking Fitness Records without Moving: Reverse Engineering and Spoofing Fitbit. CoRR (2017)
Hossein Fereidooni, Jiska Classen, Tom Spink, Paul Patras, Markus Miettinen, Ahmad-Reza Sadeghi, Matthias Hollick, Mauro Conti
Breaking Fitness Records Without Moving: Reverse Engineering and Spoofing Fitbit. RAID (2017)
Hossein Fereidooni, Tommaso Frassetto, Markus Miettinen, Ahmad-Reza Sadeghi, Mauro Conti
Fitness Trackers: Fit for Health but Unfit for Security and Privacy. CHASE (2017)
Hossein Fereidooni, Mauro Conti, Danfeng Yao, Alessandro Sperduti
ANASTASIA: ANdroid mAlware detection using STatic analySIs of Applications. NTMS (2016)
Parvez Faruki, Hossein Fereidooni, Vijay Laxmi, Mauro Conti, Manoj Singh Gaur
Android Code Protection via Obfuscation Techniques: Past, Present and Future Directions. CoRR (2016)
Emmanouil A. Panaousis, Tansu Alpcan, Hossein Fereidooni, Mauro Conti
Secure Message Delivery Games for Device-to-Device Communications. GameSec (2014)