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@inproceedings{DBLP:conf/uss/MozaffariSH23, author = {Hamid Mozaffari and Virat Shejwalkar and Amir Houmansadr}, editor = {Joseph A. Calandrino and Carmela Troncoso}, title = {Every Vote Counts: Ranking-Based Training of Federated Learning to Resist Poisoning Attacks}, booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim, CA, USA, August 9-11, 2023}, pages = {1721--1738}, publisher = {{USENIX} Association}, year = {2023}, url = {https://www.usenix.org/conference/usenixsecurity23/presentation/mozaffari}, timestamp = {Wed, 18 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uss/MozaffariSH23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/ValadiQGLA23, author = {Viktor Valadi and Xinchi Qiu and Pedro Porto Buarque de Gusm{\~{a}}o and Nicholas D. Lane and Mina Alibeigi}, editor = {Joseph A. Calandrino and Carmela Troncoso}, title = {FedVal: Different good or different bad in federated learning}, booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim, CA, USA, August 9-11, 2023}, pages = {6365--6380}, publisher = {{USENIX} Association}, year = {2023}, url = {https://www.usenix.org/conference/usenixsecurity23/presentation/valadi}, timestamp = {Wed, 18 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uss/ValadiQGLA23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/YangHYGC23, author = {Yuchen Yang and Bo Hui and Haolin Yuan and Neil Zhenqiang Gong and Yinzhi Cao}, editor = {Joseph A. Calandrino and Carmela Troncoso}, title = {PrivateFL: Accurate, Differentially Private Federated Learning via Personalized Data Transformation}, booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim, CA, USA, August 9-11, 2023}, pages = {1595--1612}, publisher = {{USENIX} Association}, year = {2023}, url = {https://www.usenix.org/conference/usenixsecurity23/presentation/yang-yuchen}, timestamp = {Wed, 18 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uss/YangHYGC23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/YueJWBD23, author = {Kai Yue and Richeng Jin and Chau{-}Wai Wong and Dror Baron and Huaiyu Dai}, editor = {Joseph A. Calandrino and Carmela Troncoso}, title = {Gradient Obfuscation Gives a False Sense of Security in Federated Learning}, booktitle = {32nd {USENIX} Security Symposium, {USENIX} Security 2023, Anaheim, CA, USA, August 9-11, 2023}, pages = {6381--6398}, publisher = {{USENIX} Association}, year = {2023}, url = {https://www.usenix.org/conference/usenixsecurity23/presentation/yue}, timestamp = {Wed, 18 Oct 2023 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uss/YueJWBD23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/Fu0JCWG0L022, author = {Chong Fu and Xuhong Zhang and Shouling Ji and Jinyin Chen and Jingzheng Wu and Shanqing Guo and Jun Zhou and Alex X. Liu and Ting Wang}, editor = {Kevin R. B. Butler and Kurt Thomas}, title = {Label Inference Attacks Against Vertical Federated Learning}, booktitle = {31st {USENIX} Security Symposium, {USENIX} Security 2022, Boston, MA, USA, August 10-12, 2022}, pages = {1397--1414}, publisher = {{USENIX} Association}, year = {2022}, url = {https://www.usenix.org/conference/usenixsecurity22/presentation/fu-chong}, timestamp = {Tue, 14 Mar 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/conf/uss/Fu0JCWG0L022.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/NguyenRCYMFMMMZ22, author = {Thien Duc Nguyen and Phillip Rieger and Huili Chen and Hossein Yalame and Helen M{\"{o}}llering and Hossein Fereidooni and Samuel Marchal and Markus Miettinen and Azalia Mirhoseini and Shaza Zeitouni and Farinaz Koushanfar and Ahmad{-}Reza Sadeghi and Thomas Schneider}, editor = {Kevin R. B. Butler and Kurt Thomas}, title = {{FLAME:} Taming Backdoors in Federated Learning}, booktitle = {31st {USENIX} Security Symposium, {USENIX} Security 2022, Boston, MA, USA, August 10-12, 2022}, pages = {1415--1432}, publisher = {{USENIX} Association}, year = {2022}, url = {https://www.usenix.org/conference/usenixsecurity22/presentation/nguyen}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uss/NguyenRCYMFMMMZ22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/StevensSVRCN22, author = {Timothy Stevens and Christian Skalka and Christelle Vincent and John Ring and Samuel Clark and Joseph P. Near}, editor = {Kevin R. B. Butler and Kurt Thomas}, title = {Efficient Differentially Private Secure Aggregation for Federated Learning via Hardness of Learning with Errors}, booktitle = {31st {USENIX} Security Symposium, {USENIX} Security 2022, Boston, MA, USA, August 10-12, 2022}, pages = {1379--1395}, publisher = {{USENIX} Association}, year = {2022}, url = {https://www.usenix.org/conference/usenixsecurity22/presentation/stevens}, timestamp = {Tue, 18 Oct 2022 01:00:00 +0200}, biburl = {https://dblp.org/rec/conf/uss/StevensSVRCN22.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/FangCJG20, author = {Minghong Fang and Xiaoyu Cao and Jinyuan Jia and Neil Zhenqiang Gong}, editor = {Srdjan Capkun and Franziska Roesner}, title = {Local Model Poisoning Attacks to Byzantine-Robust Federated Learning}, booktitle = {29th {USENIX} Security Symposium, {USENIX} Security 2020, August 12-14, 2020}, pages = {1605--1622}, publisher = {{USENIX} Association}, year = {2020}, url = {https://www.usenix.org/conference/usenixsecurity20/presentation/fang}, timestamp = {Fri, 29 Jan 2021 22:08:55 +0100}, biburl = {https://dblp.org/rec/conf/uss/FangCJG20.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@inproceedings{DBLP:conf/uss/CrowFJKCSSSL19, author = {Sam Crow and Brown Farinholt and Brian Johannesmeyer and Karl Koscher and Stephen Checkoway and Stefan Savage and Aaron Schulman and Alex C. Snoeren and Kirill Levchenko}, editor = {Rob Jansen and Peter A. H. Peterson}, title = {Triton: {A} Software-Reconfigurable Federated Avionics Testbed}, booktitle = {12th {USENIX} Workshop on Cyber Security Experimentation and Test, {CSET} 2019, Santa Clara, CA, USA, August 12, 2019}, publisher = {{USENIX} Association}, year = {2019}, url = {https://www.usenix.org/conference/cset19/presentation/crow}, timestamp = {Mon, 01 Feb 2021 08:43:09 +0100}, biburl = {https://dblp.org/rec/conf/uss/CrowFJKCSSSL19.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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