Buse G. A. Tekgul

According to our database, Buse G. A. Tekgul authored at least 16 papers between 2018 and 2023.

Collaborative distances:

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

2023

FLARE: Fingerprinting Deep Reinforcement Learning Agents using Universal Adversarial Masks.

Buse G. A. Tekgul, N. Asokan

Proceedings of the Annual Computer Security Applications Conference, 2023

2022

Securing Machine Learning: Streamlining Attacks and Defenses Under Realistic Adversary Models.

Buse G. A. Tekgul

PhD thesis, 2022

On the Effectiveness of Dataset Watermarking in Adversarial Settings.

Buse Gul Atli Tekgul, N. Asokan

CoRR, 2022

Real-Time Adversarial Perturbations Against Deep Reinforcement Learning Policies: Attacks and Defenses.

Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan

Proceedings of the Computer Security - ESORICS 2022, 2022

On the Effectiveness of Dataset Watermarking.

Buse Gul Atli Tekgul, N. Asokan

Proceedings of the IWSPA@CODASPY 2022: Proceedings of the 2022 ACM on International Workshop on Security and Privacy Analytics, 2022

2021

Real-time Attacks Against Deep Reinforcement Learning Policies.

Buse G. A. Tekgul, Shelly Wang, Samuel Marchal, N. Asokan

CoRR, 2021

WAFFLE: Watermarking in Federated Learning.

Buse G. A. Tekgul, Yuxi Xia, Samuel Marchal, N. Asokan

Proceedings of the 40th International Symposium on Reliable Distributed Systems, 2021

DAWN: Dynamic Adversarial Watermarking of Neural Networks.

Sebastian Szyller, Buse Gul Atli, Samuel Marchal, N. Asokan

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

2019

Extraction of Complex DNN Models: Real Threat or Boogeyman?

Buse Gul Atli, Sebastian Szyller, Mika Juuti, Samuel Marchal, N. Asokan

CoRR, 2019

Performance Evaluation of a Combined Anomaly Detection Platform.

Mehrnoosh Monshizadeh, Vikramajeet Khatri, Buse Gul Atli, Raimo Kantola, Zheng Yan

IEEE Access, 2019

Making Targeted Black-box Evasion Attacks Effective and Efficient.

Mika Juuti, Buse Gul Atli, N. Asokan

Proceedings of the 12th ACM Workshop on Artificial Intelligence and Security, 2019

2018

Human-guided data exploration using randomisation.

Kai Puolamäki, Emilia Oikarinen, Buse Gul Atli, Andreas Henelius

CoRR, 2018

Online Feature Ranking for Intrusion Detection Systems.

Buse Gul Atli, Alexander Jung

CoRR, 2018

Anomaly-Based Intrusion Detection Using Extreme Learning Machine and Aggregation of Network Traffic Statistics in Probability Space.

Buse Gul Atli, Yoan Miche, Aapo Kalliola, Ian Oliver, Silke Holtmanns, Amaury Lendasse

Cogn. Comput., 2018

An Intelligent Defense and Filtration Platform for Network Traffic.

Mehrnoosh Monshizadeh, Vikramajeet Khatri, Buse Gul Atli, Raimo Kantola

Proceedings of the Wired/Wireless Internet Communications, 2018

Network Intrusion Detection Using Flow Statistics.

Buse Gul Atli, Yoan Miche, Alexander Jung

Proceedings of the 2018 IEEE Statistical Signal Processing Workshop, 2018