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  • 2024

    Backdoors on Manifold Learning

    Kreza, C., Koffas, S., Tajalli, B., Conti, M. & Picek, S., 2024, WiseML 2024 - Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning. Association for Computing Machinery (ACM), p. 1-7 7 p. (WiseML 2024 - Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

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    31 Downloads (Pure)
  • Beyond PhantomSponges: Enhancing Sponge Attack on Object Detection Models

    Schoof, C., Koffas, S., Conti, M. & Picek, S., 2024, WiseML 2024 - Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning. Association for Computing Machinery (ACM), p. 14-19 6 p. (WiseML 2024 - Proceedings of the 2024 ACM Workshop on Wireless Security and Machine Learning).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    21 Downloads (Pure)
  • 2023

    Going in Style: Audio Backdoors Through Stylistic Transformations

    Koffas, S., Pajola, L., Picek, S. & Conti, M., 2023, Proceedings of the ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Piscataway: IEEE, 5 p.

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    4 Citations (Scopus)
    55 Downloads (Pure)
  • Watermarking Graph Neural Networks based on Backdoor Attacks

    Xu, J., Koffas, S., Ersoy, O. & Picek, S., 2023, Proceedings - 8th IEEE European Symposium on Security and Privacy, Euro S and P 2023. IEEE, p. 1179-1197 19 p. (Proceedings - 8th IEEE European Symposium on Security and Privacy, Euro S and P 2023).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    2 Citations (Scopus)
    21 Downloads (Pure)
  • 2022

    Can You Hear It? Backdoor Attacks via Ultrasonic Triggers

    Koffas, S., Xu, J., Conti, M. & Picek, S., 2022, WiseML 2022 - Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning. Association for Computing Machinery (ACM), p. 57-62 6 p. (WiseML 2022 - Proceedings of the 2022 ACM Workshop on Wireless Security and Machine Learning).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    13 Citations (Scopus)
    126 Downloads (Pure)
  • Dynamic Backdoors with Global Average Pooling

    Koffas, S., Picek, S. & Conti, M., 2022, Proceedings of the 2022 IEEE 4th International Conference on Artificial Intelligence Circuits and Systems (AICAS). Danvers: IEEE, p. 320-323 4 p. 9869920. (Proceeding - IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2022).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    4 Citations (Scopus)
    40 Downloads (Pure)
  • More is Better (Mostly): On the Backdoor Attacks in Federated Graph Neural Networks

    Xu, J., Wang, R., Koffas, S., Liang, K. & Picek, S., 2022, Proceedings - 38th Annual Computer Security Applications Conference, ACSAC 2022. Association for Computing Machinery (ACM), p. 684–698 15 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
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    3 Citations (Scopus)
    55 Downloads (Pure)
  • On the Effect of Clock Frequency on Voltage and Electromagnetic Fault Injection

    Koffas, S. & Vadnala, P. K., 2022, Applied Cryptography and Network Security Workshops - ACNS 2022 Satellite Workshops, AIBlock, AIHWS, AIoTS, CIMSS, Cloud S and P, SCI, SecMT, SiMLA, Proceedings. Zhou, J., Chattopadhyay, S., Adepu, S., Alcaraz, C., Batina, L., Casalicchio, E., Jin, C., Lin, J., Losiouk, E., Majumdar, S., Meng, W., Picek, S., Zhauniarovich, Y., Shao, J., Su, C., Wang, C. & Zonouz, S. (eds.). Cham: Springer, p. 127-145 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13285 ).

    Research output: Chapter in Book/Conference proceedings/Edited volumeConference contributionScientificpeer-review

    Open Access
    File
    2 Citations (Scopus)
    63 Downloads (Pure)