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Dawn Song
Dawn Song
Professor of Computer Science, UC Berkeley
Dirección de correo verificada de cs.berkeley.edu - Página principal
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Advances and open problems in federated learning
P Kairouz, HB McMahan, B Avent, A Bellet, M Bennis, AN Bhagoji, ...
Foundations and trends® in machine learning 14 (1–2), 1-210, 2021
56142021
Practical techniques for searches on encrypted data
DX Song, D Wagner, A Perrig
Proceeding 2000 IEEE symposium on security and privacy. S&P 2000, 44-55, 2000
50772000
Random key predistribution schemes for sensor networks
H Chan, A Perrig, D Song
2003 Symposium on Security and Privacy, 2003., 197-213, 2003
44222003
Provable data possession at untrusted stores
G Ateniese, R Burns, R Curtmola, J Herring, L Kissner, Z Peterson, ...
Proceedings of the 14th ACM conference on Computer and communications …, 2007
40102007
Robust physical-world attacks on deep learning visual classification
K Eykholt, I Evtimov, E Fernandes, B Li, A Rahmati, C Xiao, A Prakash, ...
Proceedings of the IEEE conference on computer vision and pattern …, 2018
3034*2018
Dynamic taint analysis for automatic detection, analysis, and signaturegeneration of exploits on commodity software.
J Newsome, DX Song
NDSS 5, 3-4, 2005
24222005
The sybil attack in sensor networks: analysis & defenses
J Newsome, E Shi, D Song, A Perrig
Proceedings of the 3rd international symposium on Information processing in …, 2004
21642004
Android permissions demystified
AP Felt, E Chin, S Hanna, D Song, D Wagner
Proceedings of the 18th ACM conference on Computer and communications …, 2011
21152011
Delving into transferable adversarial examples and black-box attacks
Y Liu, X Chen, C Liu, D Song
arXiv preprint arXiv:1611.02770, 2016
19502016
Targeted backdoor attacks on deep learning systems using data poisoning
X Chen, C Liu, B Li, K Lu, D Song
arXiv preprint arXiv:1712.05526, 2017
17542017
On Scaling Decentralized Blockchains: (A Position Paper)
K Croman, C Decker, I Eyal, AE Gencer, A Juels, A Kosba, A Miller, ...
International conference on financial cryptography and data security, 106-125, 2016
16352016
Measuring massive multitask language understanding
D Hendrycks, C Burns, S Basart, A Zou, M Mazeika, D Song, J Steinhardt
arXiv preprint arXiv:2009.03300, 2020
15792020
Efficient authentication and signing of multicast streams over lossy channels
A Perrig, R Canetti, JD Tygar, D Song
Proceeding 2000 IEEE symposium on security and privacy. S&P 2000, 56-73, 2000
14452000
Extracting training data from large language models
N Carlini, F Tramer, E Wallace, M Jagielski, A Herbert-Voss, K Lee, ...
30th USENIX Security Symposium (USENIX Security 21), 2633-2650, 2021
14282021
The many faces of robustness: A critical analysis of out-of-distribution generalization
D Hendrycks, S Basart, N Mu, S Kadavath, F Wang, E Dorundo, R Desai, ...
Proceedings of the IEEE/CVF international conference on computer vision …, 2021
13902021
Advanced and authenticated marking schemes for IP traceback
DX Song, A Perrig
Proceedings IEEE INFOCOM 2001. Conference on Computer Communications …, 2001
13202001
Natural adversarial examples
D Hendrycks, K Zhao, S Basart, J Steinhardt, D Song
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
13022021
Polygraph: Automatically generating signatures for polymorphic worms
J Newsome, B Karp, D Song
2005 IEEE Symposium on Security and Privacy (S&P'05), 226-241, 2005
12622005
Semantics-aware malware detection
M Christodorescu, S Jha, SA Seshia, D Song, RE Bryant
2005 IEEE symposium on security and privacy (S&P'05), 32-46, 2005
11662005
Panorama: capturing system-wide information flow for malware detection and analysis
H Yin, D Song, M Egele, C Kruegel, E Kirda
Proceedings of the 14th ACM conference on Computer and communications …, 2007
11262007
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20