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@inproceedings{DBLP:conf/ccs/ArazziCNP23, author = {Marco Arazzi and Mauro Conti and Antonino Nocera and Stjepan Picek}, editor = {Weizhi Meng and Christian Damsgaard Jensen and Cas Cremers and Engin Kirda}, title = {Turning Privacy-preserving Mechanisms against Federated Learning}, booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2023, Copenhagen, Denmark, November 26-30, 2023}, pages = {1482--1495}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3576915.3623114}, doi = {10.1145/3576915.3623114}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/ArazziCNP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/HsuSY23, author = {Ruei{-}Hau Hsu and Hsuan{-}Cheng Su and Yi{-}An Yu}, editor = {Weizhi Meng and Christian Damsgaard Jensen and Cas Cremers and Engin Kirda}, title = {Poster: Verifiable Data Valuation with Strong Fairness in Horizontal Federated Learning}, booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2023, Copenhagen, Denmark, November 26-30, 2023}, pages = {3642--3644}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3576915.3624402}, doi = {10.1145/3576915.3624402}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/HsuSY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/KraussD23, author = {Torsten Krau{\ss} and Alexandra Dmitrienko}, editor = {Weizhi Meng and Christian Damsgaard Jensen and Cas Cremers and Engin Kirda}, title = {{MESAS:} Poisoning Defense for Federated Learning Resilient against Adaptive Attackers}, booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2023, Copenhagen, Denmark, November 26-30, 2023}, pages = {1526--1540}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3576915.3623212}, doi = {10.1145/3576915.3623212}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/KraussD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/LiLLX23, author = {Qi Li and Zhuotao Liu and Qi Li and Ke Xu}, editor = {Weizhi Meng and Christian Damsgaard Jensen and Cas Cremers and Engin Kirda}, title = {martFL: Enabling Utility-Driven Data Marketplace with a Robust and Verifiable Federated Learning Architecture}, booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2023, Copenhagen, Denmark, November 26-30, 2023}, pages = {1496--1510}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3576915.3623134}, doi = {10.1145/3576915.3623134}, timestamp = {Mon, 29 Jul 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccs/LiLLX23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/LohmollerVDW23, author = {Johannes Lohm{\"{o}}ller and Eduard Vlad and Markus Dahlmanns and Klaus Wehrle}, editor = {Weizhi Meng and Christian Damsgaard Jensen and Cas Cremers and Engin Kirda}, title = {Poster: Bridging Trust Gaps: Data Usage Transparency in Federated Data Ecosystems}, booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2023, Copenhagen, Denmark, November 26-30, 2023}, pages = {3582--3584}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3576915.3624371}, doi = {10.1145/3576915.3624371}, timestamp = {Tue, 28 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/LohmollerVDW23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/XieLCLKL23, author = {Chulin Xie and Yunhui Long and Pin{-}Yu Chen and Qinbin Li and Sanmi Koyejo and Bo Li}, editor = {Weizhi Meng and Christian Damsgaard Jensen and Cas Cremers and Engin Kirda}, title = {Unraveling the Connections between Privacy and Certified Robustness in Federated Learning Against Poisoning Attacks}, booktitle = {Proceedings of the 2023 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2023, Copenhagen, Denmark, November 26-30, 2023}, pages = {1511--1525}, publisher = {{ACM}}, year = {2023}, url = {https://doi.org/10.1145/3576915.3623193}, doi = {10.1145/3576915.3623193}, timestamp = {Thu, 30 Nov 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/XieLCLKL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/0001GJM22, author = {Amrita Roy Chowdhury and Chuan Guo and Somesh Jha and Laurens van der Maaten}, editor = {Heng Yin and Angelos Stavrou and Cas Cremers and Elaine Shi}, title = {EIFFeL: Ensuring Integrity for Federated Learning}, booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2022, Los Angeles, CA, USA, November 7-11, 2022}, pages = {2535--2549}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3548606.3560611}, doi = {10.1145/3548606.3560611}, timestamp = {Wed, 02 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccs/0001GJM22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/MaddockC0MJ22, author = {Samuel Maddock and Graham Cormode and Tianhao Wang and Carsten Maple and Somesh Jha}, editor = {Heng Yin and Angelos Stavrou and Cas Cremers and Elaine Shi}, title = {Federated Boosted Decision Trees with Differential Privacy}, booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2022, Los Angeles, CA, USA, November 7-11, 2022}, pages = {2249--2263}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3548606.3560687}, doi = {10.1145/3548606.3560687}, timestamp = {Sun, 06 Oct 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccs/MaddockC0MJ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/NaseriHMSSC22, author = {Mohammad Naseri and Yufei Han and Enrico Mariconti and Yun Shen and Gianluca Stringhini and Emiliano De Cristofaro}, editor = {Heng Yin and Angelos Stavrou and Cas Cremers and Elaine Shi}, title = {{CERBERUS:} Exploring Federated Prediction of Security Events}, booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2022, Los Angeles, CA, USA, November 7-11, 2022}, pages = {2337--2351}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3548606.3560580}, doi = {10.1145/3548606.3560580}, timestamp = {Tue, 21 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/NaseriHMSSC22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/PasquiniFA22, author = {Dario Pasquini and Danilo Francati and Giuseppe Ateniese}, editor = {Heng Yin and Angelos Stavrou and Cas Cremers and Elaine Shi}, title = {Eluding Secure Aggregation in Federated Learning via Model Inconsistency}, booktitle = {Proceedings of the 2022 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2022, Los Angeles, CA, USA, November 7-11, 2022}, pages = {2429--2443}, publisher = {{ACM}}, year = {2022}, url = {https://doi.org/10.1145/3548606.3560557}, doi = {10.1145/3548606.3560557}, timestamp = {Tue, 08 Nov 2022 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/ccs/PasquiniFA22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/KolluriBS21, author = {Aashish Kolluri and Teodora Baluta and Prateek Saxena}, editor = {Yongdae Kim and Jong Kim and Giovanni Vigna and Elaine Shi}, title = {Private Hierarchical Clustering in Federated Networks}, booktitle = {{CCS} '21: 2021 {ACM} {SIGSAC} Conference on Computer and Communications Security, Virtual Event, Republic of Korea, November 15 - 19, 2021}, pages = {2342--2360}, publisher = {{ACM}}, year = {2021}, url = {https://doi.org/10.1145/3460120.3484822}, doi = {10.1145/3460120.3484822}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccs/KolluriBS21.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/ccs/AwanLLL19, author = {Sana Awan and Fengjun Li and Bo Luo and Mei Liu}, editor = {Lorenzo Cavallaro and Johannes Kinder and XiaoFeng Wang and Jonathan Katz}, title = {Poster: {A} Reliable and Accountable Privacy-Preserving Federated Learning Framework using the Blockchain}, booktitle = {Proceedings of the 2019 {ACM} {SIGSAC} Conference on Computer and Communications Security, {CCS} 2019, London, UK, November 11-15, 2019}, pages = {2561--2563}, publisher = {{ACM}}, year = {2019}, url = {https://doi.org/10.1145/3319535.3363256}, doi = {10.1145/3319535.3363256}, timestamp = {Sun, 02 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/ccs/AwanLLL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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