{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,3]],"date-time":"2026-06-03T10:25:22Z","timestamp":1780482322666,"version":"3.54.1"},"reference-count":27,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T00:00:00Z","timestamp":1726444800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,16]],"date-time":"2024-09-16T00:00:00Z","timestamp":1726444800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,9,16]]},"DOI":"10.1109\/socc62300.2024.10737827","type":"proceedings-article","created":{"date-parts":[[2024,11,5]],"date-time":"2024-11-05T18:29:41Z","timestamp":1730831381000},"page":"1-6","source":"Crossref","is-referenced-by-count":3,"title":["DeepShield: Lightweight Privacy-Preserving Inference for Real-Time IoT Botnet Detection"],"prefix":"10.1109","author":[{"given":"Sabbir Ahmed","family":"Khan","sequence":"first","affiliation":[{"name":"Old Dominion University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zhuoran","family":"Li","sequence":"additional","affiliation":[{"name":"The University of Arizona"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Woosub","family":"Jung","sequence":"additional","affiliation":[{"name":"Towson University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yizhou","family":"Feng","sequence":"additional","affiliation":[{"name":"Old Dominion University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dan","family":"Zhao","sequence":"additional","affiliation":[{"name":"The University of Arizona"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chunsheng","family":"Xin","sequence":"additional","affiliation":[{"name":"Old Dominion University"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Gang","family":"Zhou","sequence":"additional","affiliation":[{"name":"William &#x0026; Mary"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2021.3067026"},{"key":"ref2","volume-title":"Mirai hackers use golang to create a bigger, badder ddos botnet"},{"key":"ref3","volume-title":"Researchers uncover major surge in global botnet activity"},{"key":"ref4","volume-title":"Mirai botnet used to steal confidential data via iot devices"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.201"},{"key":"ref6","article-title":"Idapro for iot malware analysis?","volume-title":"12th USENIX Workshop on Cyber Security Experimentation and Test","author":"G"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2019.00080"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNSM.2020.2966951"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/MPRV.2018.03367731"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.smhl.2019.100103"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1145\/3320269.3384727"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2018.2820162"},{"key":"ref13","first-page":"201","article-title":"Cryptonets: Applying neural networks to encrypted data with high throughput and accuracy","volume-title":"Proc. of the 33rd Int\u2019l Conf. on Machine Learning","author":"Dowlin"},{"key":"ref14","first-page":"1651","article-title":"Gazelle: A low latency framework for secure neural network inference","volume-title":"Proc. of the 27th USENIX Conf. on Security Symposium","author":"Juvekar"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/3240765.3240856"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCN49398.2020.9209645"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2927484"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.12"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1145\/3133956.3134056"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IPSN54338.2022.00040"},{"key":"ref21","article-title":"Stealing machine learning models via prediction apis","volume":"abs\/1609.02943","author":"Tram\u00e8r","year":"2016","journal-title":"CoRR"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.2478\/popets-2019-0035"},{"key":"ref23","first-page":"2201","article-title":"Muse: Secure inference resilient to malicious clients","volume-title":"30th USENIX Security Symposium (USENIX Security 21)","author":"Lehmkuhl"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/INFOCOMWKSHPS50562.2020.9162668"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICRAECC43874.2019.8995160"},{"key":"ref26","article-title":"Wattsupdoc: Power side channels to nonintrusively discover untargeted malware on embedded medical devices","volume-title":"2013 USENIX Workshop on Health Information Technologies","author":"Clark"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/1378600.1378627"}],"event":{"name":"2024 IEEE 37th International System-on-Chip Conference (SOCC)","location":"Dresden, Germany","start":{"date-parts":[[2024,9,16]]},"end":{"date-parts":[[2024,9,19]]}},"container-title":["2024 IEEE 37th International System-on-Chip Conference (SOCC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10737725\/10737709\/10737827.pdf?arnumber=10737827","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T08:19:24Z","timestamp":1732695564000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10737827\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,16]]},"references-count":27,"URL":"https:\/\/doi.org\/10.1109\/socc62300.2024.10737827","relation":{},"subject":[],"published":{"date-parts":[[2024,9,16]]}}}