Normalized Top-100 Security Papers
This webpage is an attempt to assemble a ranking of top-cited
papers from the area of computer security. The ranking has been
created based on citations of papers published at top
security conferences. More details are available here.
Absolute citations are not necessarily a good indicator for the
impact of a paper, as the number of citations usually grows with
the age of a paper. The following list shows an alternative
ranking, where the citations are normalized by the age of each
paper.
Top 100 papers normalized by age ⌄
-
1
Nicholas Carlini and David A. Wagner:
Towards Evaluating the Robustness of Neural Networks.
IEEE Symposium on Security and Privacy, 2017
6042% above average of year
Last visited: Jul-2022
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2
Paul Kocher, Jann Horn, Anders Fogh, Daniel Genkin, Daniel Gruss, Werner Haas, Mike Hamburg, Moritz Lipp, Stefan Mangard, Thomas Prescher, Michael Schwarz, and Yuval Yarom:
Spectre Attacks: Exploiting Speculative Execution.
IEEE Symposium on Security and Privacy, 2019
4324% above average of year
Last visited: Jul-2022
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3
Mihir Bellare and Phillip Rogaway:
Random Oracles are Practical: A Paradigm for Designing Efficient Protocols.
ACM Conference on Computer and Communications Security (CCS), 1993
4095% above average of year
Last visited: Jul-2022
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4
Nicholas Carlini, Florian Tramèr, Eric Wallace, Matthew Jagielski, Ariel Herbert-Voss, Katherine Lee, Adam Roberts, Tom B. Brown, Dawn Song, Úlfar Erlingsson, Alina Oprea, and Colin Raffel:
Extracting Training Data from Large Language Models.
USENIX Security Symposium, 2021
3424% above average of year
Last visited: Jul-2022
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5
Ahmed Salem, Rui Wen, Michael Backes, Shiqing Ma, and Yang Zhang:
Dynamic Backdoor Attacks Against Machine Learning Models.
IEEE European Symposium on Security and Privacy, 2022
3418% above average of year
Last visited: Jul-2022
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6
Vipul Goyal, Omkant Pandey, Amit Sahai, and Brent Waters:
Attribute-based encryption for fine-grained access control of encrypted data.
ACM Conference on Computer and Communications Security (CCS), 2006
3092% above average of year
Last visited: Jul-2022
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7
Stephanie Forrest, Alan S. Perelson, Lawrence Allen, and Rajesh Cherukuri:
Self-nonself discrimination in a computer.
IEEE Symposium on Security and Privacy, 1994
2958% above average of year
Last visited: Jul-2022
-
8
John Bethencourt, Amit Sahai, and Brent Waters:
Ciphertext-Policy Attribute-Based Encryption.
IEEE Symposium on Security and Privacy, 2007
2841% above average of year
Last visited: Jul-2022
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9
D. F. C. Brewer and Michael J. Nash:
The Chinese Wall Security Policy.
IEEE Symposium on Security and Privacy, 1989
2750% above average of year
Last visited: Jul-2022
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10
Nicolas Papernot, Patrick D. McDaniel, Somesh Jha, Matt Fredrikson, Z. Berkay Celik, and Ananthram Swami:
The Limitations of Deep Learning in Adversarial Settings.
IEEE European Symposium on Security and Privacy, 2016
2622% above average of year
Last visited: Jul-2022
-
11
Ellis Fenske, Dane Brown, Jeremy Martin, Travis Mayberry, Peter Ryan, and Erik C. Rye:
Three Years Later: A Study of MAC Address Randomization In Mobile Devices And When It Succeeds.
Proceedings on Privacy Enhancing Technologies, 2021
2590% above average of year
Last visited: Jul-2022
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12
Martín Abadi, Andy Chu, Ian J. Goodfellow, H. Brendan McMahan, Ilya Mironov, Kunal Talwar, and Li Zhang:
Deep Learning with Differential Privacy.
ACM Conference on Computer and Communications Security (CCS), 2016
2529% above average of year
Last visited: Jul-2022
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13
Dawn Xiaodong Song, David A. Wagner, and Adrian Perrig:
Practical Techniques for Searches on Encrypted Data.
IEEE Symposium on Security and Privacy, 2000
2504% above average of year
Last visited: Jul-2022
-
14
Roger Dingledine, Nick Mathewson, and Paul F. Syverson:
Tor: The Second-Generation Onion Router.
USENIX Security Symposium, 2004
2328% above average of year
Last visited: Jul-2022
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15
Steven M. Bellovin and Michael Merritt:
Encrypted key exchange: password-based protocols secure against dictionary attacks.
IEEE Symposium on Security and Privacy, 1992
2278% above average of year
Last visited: Jul-2022
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16
Reza Shokri, Marco Stronati, Congzheng Song, and Vitaly Shmatikov:
Membership Inference Attacks Against Machine Learning Models.
IEEE Symposium on Security and Privacy, 2017
2194% above average of year
Last visited: Jul-2022
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17
Matt Blaze, Joan Feigenbaum, and Jack Lacy:
Decentralized Trust Management.
IEEE Symposium on Security and Privacy, 1996
2070% above average of year
Last visited: Jul-2022
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18
Nicolas Papernot, Patrick D. McDaniel, Xi Wu, Somesh Jha, and Ananthram Swami:
Distillation as a Defense to Adversarial Perturbations Against Deep Neural Networks.
IEEE Symposium on Security and Privacy, 2016
2014% above average of year
Last visited: Jul-2022
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19
Laurent Eschenauer and Virgil D. Gligor:
A key-management scheme for distributed sensor networks.
ACM Conference on Computer and Communications Security (CCS), 2002
2000% above average of year
Last visited: Jul-2022
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20
Ahmed E. Kosba, Andrew Miller, Elaine Shi, Zikai Wen, and Charalampos Papamanthou:
Hawk: The Blockchain Model of Cryptography and Privacy-Preserving Smart Contracts.
IEEE Symposium on Security and Privacy, 2016
1842% above average of year
Last visited: Jul-2022
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21
Vern Paxson:
Bro: A System for Detecting Network Intruders in Real-Time.
USENIX Security Symposium, 1998
1800% above average of year
Last visited: Jan-2022
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22
Stephanie Forrest, Steven A. Hofmeyr, Anil Somayaji, and Thomas A. Longstaff:
A Sense of Self for Unix Processes.
IEEE Symposium on Security and Privacy, 1996
1791% above average of year
Last visited: Jul-2022
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23
Yajin Zhou and Xuxian Jiang:
Dissecting Android Malware: Characterization and Evolution.
IEEE Symposium on Security and Privacy, 2012
1777% above average of year
Last visited: Jun-2022
-
24
Weilin Xu, David Evans, and Yanjun Qi:
Feature Squeezing: Detecting Adversarial Examples in Deep Neural Networks.
Network and Distributed System Security Symposium (NDSS), 2018
1747% above average of year
Last visited: Jun-2022
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25
Giuseppe Ateniese, Randal C. Burns, Reza Curtmola, Joseph Herring, Lea Kissner, Zachary N. J. Peterson, and Dawn Xiaodong Song:
Provable data possession at untrusted stores.
ACM Conference on Computer and Communications Security (CCS), 2007
1689% above average of year
Last visited: Jul-2022
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26
Li Gong, Roger M. Needham, and Raphael Yahalom:
Reasoning about Belief in Cryptographic Protocols.
IEEE Symposium on Security and Privacy, 1990
1687% above average of year
Last visited: Jul-2022
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27
Daniel Arp, Michael Spreitzenbarth, Malte Hubner, Hugo Gascon, and Konrad Rieck:
DREBIN: Effective and Explainable Detection of Android Malware in Your Pocket.
Network and Distributed System Security Symposium (NDSS), 2014
1682% above average of year
Last visited: Jul-2022
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28
Manos Antonakakis, Tim April, Michael Bailey, Matt Bernhard, Elie Bursztein, Jaime Cochran, Zakir Durumeric, J. Alex Halderman, Luca Invernizzi, Michalis Kallitsis, Deepak Kumar, Chaz Lever, Zane Ma, Joshua Mason, Damian Menscher, Chad Seaman, Nick Sullivan, Kurt Thomas, and Yi Zhou:
Understanding the Mirai Botnet.
USENIX Security Symposium, 2017
1663% above average of year
Last visited: Jul-2022
-
29
Arvind Narayanan and Vitaly Shmatikov:
Robust De-anonymization of Large Sparse Datasets.
IEEE Symposium on Security and Privacy, 2008
1640% above average of year
Last visited: Jun-2022
-
30
Dorothy E. Denning:
An Intrusion-Detection Model.
IEEE Symposium on Security and Privacy, 1986
1618% above average of year
Last visited: Jun-2022
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31
Yao Liu, Michael K. Reiter, and Peng Ning:
False data injection attacks against state estimation in electric power grids.
ACM Conference on Computer and Communications Security (CCS), 2009
1612% above average of year
Last visited: Jul-2022
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32
Moritz Lipp, Michael Schwarz, Daniel Gruss, Thomas Prescher, Werner Haas, Anders Fogh, Jann Horn, Stefan Mangard, Paul Kocher, Daniel Genkin, Yuval Yarom, and Mike Hamburg:
Meltdown: Reading Kernel Memory from User Space.
USENIX Security Symposium, 2018
1589% above average of year
Last visited: Jul-2022
-
33
Haowen Chan, Adrian Perrig, and Dawn Xiaodong Song:
Random Key Predistribution Schemes for Sensor Networks.
IEEE Symposium on Security and Privacy, 2003
1574% above average of year
Last visited: Jul-2022
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34
Thomas Ristenpart, Eran Tromer, Hovav Shacham, and Stefan Savage:
Hey, you, get off of my cloud: exploring information leakage in third-party compute clouds.
ACM Conference on Computer and Communications Security (CCS), 2009
1503% above average of year
Last visited: Jul-2022
-
35
Jeffrey O. Kephart and Steve R. White:
Directed-Graph Epidemiological Models of Computer Viruses.
IEEE Symposium on Security and Privacy, 1991
1495% above average of year
Last visited: Jun-2022
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36
Alessandro Acquisti and Ralph Gross:
Imagined Communities: Awareness, Information Sharing, and Privacy on the Facebook.
International Symposium on Privacy Enhancing Technologies (PETS), 2006
1484% above average of year
Last visited: Jul-2022
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37
Luca Melis, Congzheng Song, Emiliano De Cristofaro, and Vitaly Shmatikov:
Exploiting Unintended Feature Leakage in Collaborative Learning.
IEEE Symposium on Security and Privacy, 2019
1478% above average of year
Last visited: Jul-2022
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38
Kallista A. Bonawitz, Vladimir Ivanov, Ben Kreuter, Antonio Marcedone, H. Brendan McMahan, Sarvar Patel, Daniel Ramage, Aaron Segal, and Karn Seth:
Practical Secure Aggregation for Privacy-Preserving Machine Learning.
ACM Conference on Computer and Communications Security (CCS), 2017
1470% above average of year
Last visited: Jul-2022
-
39
Reza Shokri and Vitaly Shmatikov:
Privacy-Preserving Deep Learning.
ACM Conference on Computer and Communications Security (CCS), 2015
1461% above average of year
Last visited: Jul-2022
-
40
Matt Fredrikson, Somesh Jha, and Thomas Ristenpart:
Model Inversion Attacks that Exploit Confidence Information and Basic Countermeasures.
ACM Conference on Computer and Communications Security (CCS), 2015
1459% above average of year
Last visited: Jul-2022
-
41
Reza Curtmola, Juan A. Garay, Seny Kamara, and Rafail Ostrovsky:
Searchable symmetric encryption: improved definitions and efficient constructions.
ACM Conference on Computer and Communications Security (CCS), 2006
1430% above average of year
Last visited: Jul-2022
-
42
Eli Ben-Sasson, Alessandro Chiesa, Christina Garman, Matthew Green, Ian Miers, Eran Tromer, and Madars Virza:
Zerocash: Decentralized Anonymous Payments from Bitcoin.
IEEE Symposium on Security and Privacy, 2014
1420% above average of year
Last visited: Jul-2022
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43
Lucas Bourtoule, Varun Chandrasekaran, Christopher A. Choquette-Choo, Hengrui Jia, Adelin Travers, Baiwu Zhang, David Lie, and Nicolas Papernot:
Machine Unlearning.
IEEE Symposium on Security and Privacy, 2021
1369% above average of year
Last visited: Jul-2022
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44
Joseph A. Goguen and José Meseguer:
Security Policies and Security Models.
IEEE Symposium on Security and Privacy, 1982
1362% above average of year
Last visited: Jul-2022
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45
Phillip A. Porras and Richard A. Kemmerer:
Penetration state transition analysis: A rule-based intrusion detection approach.
Annual Computer Security Applications Conference (ACSAC), 1992
1316% above average of year
Last visited: Jul-2022
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46
Karl Koscher, Alexei Czeskis, Franziska Roesner, Shwetak N. Patel, Tadayoshi Kohno, Stephen Checkoway, Damon McCoy, Brian Kantor, Danny Anderson, Hovav Shacham, and Stefan Savage:
Experimental Security Analysis of a Modern Automobile.
IEEE Symposium on Security and Privacy, 2010
1308% above average of year
Last visited: Jul-2022
-
47
Loi Luu, Duc-Hiep Chu, Hrishi Olickel, Prateek Saxena, and Aquinas Hobor:
Making Smart Contracts Smarter.
ACM Conference on Computer and Communications Security (CCS), 2016
1274% above average of year
Last visited: Jul-2022
-
48
Minghong Fang, Xiaoyu Cao, Jinyuan Jia, and Neil Zhenqiang Gong:
Local Model Poisoning Attacks to Byzantine-Robust Federated Learning.
USENIX Security Symposium, 2020
1209% above average of year
Last visited: Jul-2022
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49
Bolun Wang, Yuanshun Yao, Shawn Shan, Huiying Li, Bimal Viswanath, Haitao Zheng, and Ben Y. Zhao:
Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks.
IEEE Symposium on Security and Privacy, 2019
1208% above average of year
Last visited: Jul-2022
-
50
Mathias Lécuyer, Vaggelis Atlidakis, Roxana Geambasu, Daniel Hsu, and Suman Jana:
Certified Robustness to Adversarial Examples with Differential Privacy.
IEEE Symposium on Security and Privacy, 2019
1203% above average of year
Last visited: Jul-2022
-
51
Payman Mohassel and Yupeng Zhang:
SecureML: A System for Scalable Privacy-Preserving Machine Learning.
IEEE Symposium on Security and Privacy, 2017
1203% above average of year
Last visited: Jul-2022
-
52
Ari Juels and Burton S. Kaliski Jr.:
Pors: proofs of retrievability for large files.
ACM Conference on Computer and Communications Security (CCS), 2007
1189% above average of year
Last visited: Jul-2022
-
53
James Newsome and Dawn Xiaodong Song:
Dynamic Taint Analysis for Automatic Detection, Analysis, and SignatureGeneration of Exploits on Commodity Software.
Network and Distributed System Security Symposium (NDSS), 2005
1186% above average of year
Last visited: Jul-2022
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54
Milad Nasr, Reza Shokri, and Amir Houmansadr:
Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning.
IEEE Symposium on Security and Privacy, 2019
1186% above average of year
Last visited: Jul-2022
-
55
Adrienne Porter Felt, Erika Chin, Steve Hanna, Dawn Song, and David A. Wagner:
Android permissions demystified.
ACM Conference on Computer and Communications Security (CCS), 2011
1163% above average of year
Last visited: Jul-2022
-
56
Úlfar Erlingsson, Vasyl Pihur, and Aleksandra Korolova:
RAPPOR: Randomized Aggregatable Privacy-Preserving Ordinal Response.
ACM Conference on Computer and Communications Security (CCS), 2014
1163% above average of year
Last visited: Jul-2022
-
57
Martín Abadi, Mihai Budiu, Úlfar Erlingsson, and Jay Ligatti:
Control-flow integrity.
ACM Conference on Computer and Communications Security (CCS), 2005
1161% above average of year
Last visited: Jul-2022
-
58
Joseph Bonneau, Andrew Miller, Jeremy Clark, Arvind Narayanan, Joshua A. Kroll, and Edward W. Felten:
SoK: Research Perspectives and Challenges for Bitcoin and Cryptocurrencies.
IEEE Symposium on Security and Privacy, 2015
1146% above average of year
Last visited: Jul-2022
-
59
David D. Clark and D. R. Wilson:
A Comparison of Commercial and Military Computer Security Policies.
IEEE Symposium on Security and Privacy, 1987
1144% above average of year
Last visited: Jul-2022
-
60
Ari Juels and Martin Wattenberg:
A Fuzzy Commitment Scheme.
ACM Conference on Computer and Communications Security (CCS), 1999
1135% above average of year
Last visited: Jul-2022
-
61
Thomas Beth, Malte Borcherding, and Birgit Klein:
Valuation of Trust in Open Networks.
European Symposium on Research in Computer Security (ESORICS), 1994
1118% above average of year
Last visited: Jul-2022
-
62
Yuval Yarom and Katrina Falkner:
FLUSH+RELOAD: A High Resolution, Low Noise, L3 Cache Side-Channel Attack.
USENIX Security Symposium, 2014
1113% above average of year
Last visited: Jun-2022
-
63
Wenke Lee, Salvatore J. Stolfo, and Kui W. Mok:
A Data Mining Framework for Building Intrusion Detection Models.
IEEE Symposium on Security and Privacy, 1999
1089% above average of year
Last visited: Jul-2022
-
64
Jianbo Chen, Michael I. Jordan, and Martin J. Wainwright:
HopSkipJumpAttack: A Query-Efficient Decision-Based Attack.
IEEE Symposium on Security and Privacy, 2020
1085% above average of year
Last visited: Jul-2022
-
65
Stephen Checkoway, Damon McCoy, Brian Kantor, Danny Anderson, Hovav Shacham, Stefan Savage, Karl Koscher, Alexei Czeskis, Franziska Roesner, and Tadayoshi Kohno:
Comprehensive Experimental Analyses of Automotive Attack Surfaces.
USENIX Security Symposium, 2011
1080% above average of year
Last visited: Jul-2022
-
66
Martín Abadi and Andrew D. Gordon:
A Calculus for Cryptographic Protocols: The Spi Calculus.
ACM Conference on Computer and Communications Security (CCS), 1997
1071% above average of year
Last visited: Jul-2022
-
67
Eleftherios Kokoris-Kogias, Philipp Jovanovic, Linus Gasser, Nicolas Gailly, Ewa Syta, and Bryan Ford:
OmniLedger: A Secure, Scale-Out, Decentralized Ledger via Sharding.
IEEE Symposium on Security and Privacy, 2018
1036% above average of year
Last visited: Jul-2022
-
68
Crispin Cowan, Calton Pu, Dave Maier, Heather Hintony, Jonathan Walpole, Peat Bakke, Steve Beattie, Aaron Grier, Perry Wagle, and Qian Zhang:
StackGuard: Automatic Adaptive Detection and Prevention of Buffer-Overflow Attacks.
USENIX Security Symposium, 1998
1020% above average of year
Last visited: Jun-2022
-
69
Joseph A. Goguen and José Meseguer:
Unwinding and Inference Control.
IEEE Symposium on Security and Privacy, 1984
1018% above average of year
Last visited: Jul-2022
-
70
Arthur Gervais, Ghassan O. Karame, Karl Wüst, Vasileios Glykantzis, Hubert Ritzdorf, and Srdjan Capkun:
On the Security and Performance of Proof of Work Blockchains.
ACM Conference on Computer and Communications Security (CCS), 2016
1013% above average of year
Last visited: Jul-2022
-
71
Robin Sommer and Vern Paxson:
Outside the Closed World: On Using Machine Learning for Network Intrusion Detection.
IEEE Symposium on Security and Privacy, 2010
1012% above average of year
Last visited: Jul-2022
-
72
Alma Whitten and J. Doug Tygar:
Why Johnny Can't Encrypt: A Usability Evaluation of PGP 5.0.
USENIX Security Symposium, 1999
994% above average of year
Last visited: Jun-2022
-
73
Christina Warrender, Stephanie Forrest, and Barak A. Pearlmutter:
Detecting Intrusions using System Calls: Alternative Data Models.
IEEE Symposium on Security and Privacy, 1999
982% above average of year
Last visited: Jul-2022
-
74
Giuseppe Ateniese, Kevin Fu, Matthew Green, and Susan Hohenberger:
Improved Proxy Re-Encryption Schemes with Applications to Secure Distributed Storage.
Network and Distributed System Security Symposium (NDSS), 2005
977% above average of year
Last visited: Jul-2022
-
75
Liwei Song and Prateek Mittal:
Systematic Evaluation of Privacy Risks of Machine Learning Models.
USENIX Security Symposium, 2021
958% above average of year
Last visited: Jul-2022
-
76
Wenke Lee and Salvatore J. Stolfo:
Data Mining Approaches for Intrusion Detection.
USENIX Security Symposium, 1998
950% above average of year
Last visited: Jul-2022
-
77
Benedikt Bünz, Jonathan Bootle, Dan Boneh, Andrew Poelstra, Pieter Wuille, and Gregory Maxwell:
Bulletproofs: Short Proofs for Confidential Transactions and More.
IEEE Symposium on Security and Privacy, 2018
950% above average of year
Last visited: Jul-2022
-
78
J. Alex Halderman, Seth D. Schoen, Nadia Heninger, William Clarkson, William Paul, Joseph A. Calandrino, Ariel J. Feldman, Jacob Appelbaum, and Edward W. Felten:
Lest We Remember: Cold Boot Attacks on Encryption Keys.
USENIX Security Symposium, 2008
943% above average of year
Last visited: Jul-2022
-
79
Mahmood Sharif, Sruti Bhagavatula, Lujo Bauer, and Michael K. Reiter:
Accessorize to a Crime: Real and Stealthy Attacks on State-of-the-Art Face Recognition.
ACM Conference on Computer and Communications Security (CCS), 2016
936% above average of year
Last visited: Jul-2022
-
80
Sencun Zhu, Sanjeev Setia, and Sushil Jajodia:
LEAP: efficient security mechanisms for large-scale distributed sensor networks.
ACM Conference on Computer and Communications Security (CCS), 2003
934% above average of year
Last visited: Jul-2022
-
81
Xiaojun Xu, Qi Wang, Huichen Li, Nikita Borisov, Carl A. Gunter, and Bo Li:
Detecting AI Trojans Using Meta Neural Analysis.
IEEE Symposium on Security and Privacy, 2021
933% above average of year
Last visited: Jul-2022
-
82
Ian T. Foster, Carl Kesselman, Gene Tsudik, and Steven Tuecke:
A Security Architecture for Computational Grids.
ACM Conference on Computer and Communications Security (CCS), 1998
931% above average of year
Last visited: Jul-2022
-
83
Steven P. Reiss:
Practical Data-Swapping: The First Steps.
IEEE Symposium on Security and Privacy, 1980
924% above average of year
Last visited: Jul-2022
-
84
Florian Tramèr, Fan Zhang, Ari Juels, Michael K. Reiter, and Thomas Ristenpart:
Stealing Machine Learning Models via Prediction APIs.
USENIX Security Symposium, 2016
923% above average of year
Last visited: Jun-2022
-
85
Dongyu Meng and Hao Chen:
MagNet: A Two-Pronged Defense against Adversarial Examples.
ACM Conference on Computer and Communications Security (CCS), 2017
922% above average of year
Last visited: Jul-2022
-
86
Donggang Liu and Peng Ning:
Establishing pairwise keys in distributed sensor networks.
ACM Conference on Computer and Communications Security (CCS), 2003
901% above average of year
Last visited: Jun-2022
-
87
Patrice Godefroid, Michael Y. Levin, and David A. Molnar:
Automated Whitebox Fuzz Testing.
Network and Distributed System Security Symposium (NDSS), 2008
883% above average of year
Last visited: Jul-2022
-
88
Guofei Gu, Roberto Perdisci, Junjie Zhang, and Wenke Lee:
BotMiner: Clustering Analysis of Network Traffic for Protocol- and Structure-Independent Botnet Detection.
USENIX Security Symposium, 2008
882% above average of year
Last visited: Jul-2022
-
89
Martín Abadi and Roger M. Needham:
Prudent engineering practice for cryptographic protocols.
IEEE Symposium on Security and Privacy, 1994
878% above average of year
Last visited: Jul-2022
-
90
David Moore, Geoffrey M. Voelker, and Stefan Savage:
Inferring Internet Denial-of-Service Activity.
USENIX Security Symposium, 2001
876% above average of year
Last visited: Jul-2022
-
91
Leixiao Cheng and Fei Meng:
Server-Aided Revocable Attribute-Based Encryption Revised: Multi-User Setting and Fully Secure.
European Symposium on Research in Computer Security (ESORICS), 2021
871% above average of year
Last visited: Jul-2022
-
92
Sameer Wagh, Shruti Tople, Fabrice Benhamouda, Eyal Kushilevitz, Prateek Mittal, and Tal Rabin:
Falcon: Honest-Majority Maliciously Secure Framework for Private Deep Learning.
Proceedings on Privacy Enhancing Technologies, 2021
859% above average of year
Last visited: Jul-2022
-
93
Arvind Narayanan and Vitaly Shmatikov:
De-anonymizing Social Networks.
IEEE Symposium on Security and Privacy, 2009
848% above average of year
Last visited: Jul-2022
-
94
Fangfei Liu, Yuval Yarom, Qian Ge, Gernot Heiser, and Ruby B. Lee:
Last-Level Cache Side-Channel Attacks are Practical.
IEEE Symposium on Security and Privacy, 2015
847% above average of year
Last visited: Jul-2022
-
95
C. Christopher Erway, Alptekin Küpçü, Charalampos Papamanthou, and Roberto Tamassia:
Dynamic provable data possession.
ACM Conference on Computer and Communications Security (CCS), 2009
837% above average of year
Last visited: Jul-2022
-
96
Nicholas Carlini, Chang Liu, Úlfar Erlingsson, Jernej Kos, and Dawn Song:
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks.
USENIX Security Symposium, 2019
833% above average of year
Last visited: Jul-2022
-
97
Hervé Debar, Monique Becker, and Didier Siboni:
A neural network component for an intrusion detection system.
IEEE Symposium on Security and Privacy, 1992
815% above average of year
Last visited: Jul-2022
-
98
Briland Hitaj, Giuseppe Ateniese, and Fernando Pérez-Cruz:
Deep Models Under the GAN: Information Leakage from Collaborative Deep Learning.
ACM Conference on Computer and Communications Security (CCS), 2017
810% above average of year
Last visited: Jul-2022
-
99
Ahmed Salem, Yang Zhang, Mathias Humbert, Pascal Berrang, Mario Fritz, and Michael Backes:
ML-Leaks: Model and Data Independent Membership Inference Attacks and Defenses on Machine Learning Models.
Network and Distributed System Security Symposium (NDSS), 2019
804% above average of year
Last visited: Jul-2022
-
100
Timon Gehr, Matthew Mirman, Dana Drachsler-Cohen, Petar Tsankov, Swarat Chaudhuri, and Martin T. Vechev:
AI2: Safety and Robustness Certification of Neural Networks with Abstract Interpretation.
IEEE Symposium on Security and Privacy, 2018
799% above average of year
Last visited: Jul-2022