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2020 – today
- 2024
[j14]Emily Wenger, Xiuyu Li, Ben Y. Zhao, Vitaly Shmatikov:
Data Isotopes for Data Provenance in DNNs. Proc. Priv. Enhancing Technol. 2024(1): 413-429 (2024)- [c95]John X. Morris, Wenting Zhao, Justin T. Chiu, Vitaly Shmatikov, Alexander M. Rush:
Language Model Inversion. ICLR 2024 - [c94]Tingwei Zhang, Rishi D. Jha, Eugene Bagdasaryan, Vitaly Shmatikov:
Adversarial Illusions in Multi-Modal Embeddings. USENIX Security Symposium 2024 - [i39]Collin Zhang, John X. Morris, Vitaly Shmatikov:
Extracting Prompts by Inverting LLM Outputs. CoRR abs/2405.15012 (2024) - [i38]Avital Shafran, Roei Schuster, Vitaly Shmatikov:
Machine Against the RAG: Jamming Retrieval-Augmented Generation with Blocker Documents. CoRR abs/2406.05870 (2024) - [i37]Tingwei Zhang, Collin Zhang, John X. Morris, Eugene Bagdasaryan, Vitaly Shmatikov:
Soft Prompts Go Hard: Steering Visual Language Models with Hidden Meta-Instructions. CoRR abs/2407.08970 (2024) - 2023
- [c93]John X. Morris, Volodymyr Kuleshov, Vitaly Shmatikov, Alexander M. Rush:
Text Embeddings Reveal (Almost) As Much As Text. EMNLP 2023: 12448-12460 - [c92]Zhen Sun, Vitaly Shmatikov:
Telepath: A Minecraft-based Covert Communication System. SP 2023: 2223-2237 - [i36]Eugene Bagdasaryan, Vitaly Shmatikov:
Hyperparameter Search Is All You Need For Training-Agnostic Backdoor Robustness. CoRR abs/2302.04977 (2023) - [i35]Eugene Bagdasaryan, Tsung-Yin Hsieh, Ben Nassi, Vitaly Shmatikov:
(Ab)using Images and Sounds for Indirect Instruction Injection in Multi-Modal LLMs. CoRR abs/2307.10490 (2023) - [i34]Eugene Bagdasaryan, Vitaly Shmatikov:
Ceci n'est pas une pomme: Adversarial Illusions in Multi-Modal Embeddings. CoRR abs/2308.11804 (2023) - [i33]John X. Morris, Volodymyr Kuleshov, Vitaly Shmatikov, Alexander M. Rush:
Text Embeddings Reveal (Almost) As Much As Text. CoRR abs/2310.06816 (2023) - [i32]John X. Morris, Wenting Zhao, Justin T. Chiu, Vitaly Shmatikov, Alexander M. Rush:
Language Model Inversion. CoRR abs/2311.13647 (2023) - 2022
- [c91]Eugene Bagdasaryan, Vitaly Shmatikov:
Spinning Language Models: Risks of Propaganda-As-A-Service and Countermeasures. SP 2022: 769-786 - [i31]Emily Wenger, Xiuyu Li, Ben Y. Zhao, Vitaly Shmatikov:
Data Isotopes for Data Provenance in DNNs. CoRR abs/2208.13893 (2022) - 2021
- [c90]Eugene Bagdasaryan, Vitaly Shmatikov:
Blind Backdoors in Deep Learning Models. USENIX Security Symposium 2021: 1505-1521 - [c89]Roei Schuster, Congzheng Song, Eran Tromer, Vitaly Shmatikov:
You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion. USENIX Security Symposium 2021: 1559-1575 - [i30]Jialing Pei, Vitaly Shmatikov:
BigFoot: Exploiting and Mitigating Leakage in Encrypted Write-Ahead Logs. CoRR abs/2111.09374 (2021) - [i29]Eugene Bagdasaryan, Vitaly Shmatikov:
Spinning Language Models for Propaganda-As-A-Service. CoRR abs/2112.05224 (2021) - 2020
- [c88]Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov:
How To Backdoor Federated Learning. AISTATS 2020: 2938-2948 - [c87]Congzheng Song, Alexander M. Rush
, Vitaly Shmatikov:
Adversarial Semantic Collisions. EMNLP (1) 2020: 4198-4210 - [c86]Congzheng Song, Vitaly Shmatikov:
Overlearning Reveals Sensitive Attributes. ICLR 2020 - [c85]Zhen Sun, Roei Schuster, Vitaly Shmatikov:
De-Anonymizing Text by Fingerprinting Language Generation. NeurIPS 2020 - [c84]Roei Schuster, Tal Schuster, Yoav Meri, Vitaly Shmatikov:
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning. SP 2020: 1295-1313 - [i28]Roei Schuster, Tal Schuster, Yoav Meri, Vitaly Shmatikov:
Humpty Dumpty: Controlling Word Meanings via Corpus Poisoning. CoRR abs/2001.04935 (2020) - [i27]Tao Yu, Eugene Bagdasaryan, Vitaly Shmatikov:
Salvaging Federated Learning by Local Adaptation. CoRR abs/2002.04758 (2020) - [i26]Eugene Bagdasaryan, Vitaly Shmatikov:
Blind Backdoors in Deep Learning Models. CoRR abs/2005.03823 (2020) - [i25]Zhen Sun, Roei Schuster, Vitaly Shmatikov:
De-Anonymizing Text by Fingerprinting Language Generation. CoRR abs/2006.09615 (2020) - [i24]Roei Schuster, Congzheng Song, Eran Tromer, Vitaly Shmatikov:
You Autocomplete Me: Poisoning Vulnerabilities in Neural Code Completion. CoRR abs/2007.02220 (2020) - [i23]Congzheng Song, Alexander M. Rush, Vitaly Shmatikov:
Adversarial Semantic Collisions. CoRR abs/2011.04743 (2020)
2010 – 2019
- 2019
- [c83]Congzheng Song, Vitaly Shmatikov:
Auditing Data Provenance in Text-Generation Models. KDD 2019: 196-206 - [c82]Eugene Bagdasaryan, Omid Poursaeed, Vitaly Shmatikov:
Differential Privacy Has Disparate Impact on Model Accuracy. NeurIPS 2019: 15453-15462 - [c81]Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov:
Exploiting Unintended Feature Leakage in Collaborative Learning. IEEE Symposium on Security and Privacy 2019: 691-706 - [i22]Congzheng Song, Vitaly Shmatikov:
Overlearning Reveals Sensitive Attributes. CoRR abs/1905.11742 (2019) - [i21]Eugene Bagdasaryan, Vitaly Shmatikov:
Differential Privacy Has Disparate Impact on Model Accuracy. CoRR abs/1905.12101 (2019) - 2018
- [j13]Vincent Bindschaedler, Paul Grubbs, David Cash, Thomas Ristenpart, Vitaly Shmatikov:
The Tao of Inference in Privacy-Protected Databases. Proc. VLDB Endow. 11(11): 1715-1728 (2018) - [c80]Roei Schuster, Vitaly Shmatikov, Eran Tromer:
Situational Access Control in the Internet of Things. CCS 2018: 1056-1073 - [i20]Congzheng Song, Vitaly Shmatikov:
Fooling OCR Systems with Adversarial Text Images. CoRR abs/1802.05385 (2018) - [i19]Tyler Hunt, Congzheng Song, Reza Shokri, Vitaly Shmatikov, Emmett Witchel:
Chiron: Privacy-preserving Machine Learning as a Service. CoRR abs/1803.05961 (2018) - [i18]Luca Melis, Congzheng Song, Emiliano De Cristofaro, Vitaly Shmatikov:
Inference Attacks Against Collaborative Learning. CoRR abs/1805.04049 (2018) - [i17]Eugene Bagdasaryan, Andreas Veit, Yiqing Hua, Deborah Estrin, Vitaly Shmatikov:
How To Backdoor Federated Learning. CoRR abs/1807.00459 (2018) - [i16]Congzheng Song, Vitaly Shmatikov:
The Natural Auditor: How To Tell If Someone Used Your Words To Train Their Model. CoRR abs/1811.00513 (2018) - 2017
- [c79]Congzheng Song, Thomas Ristenpart, Vitaly Shmatikov:
Machine Learning Models that Remember Too Much. CCS 2017: 587-601 - [c78]Ivan Pustogarov, Thomas Ristenpart, Vitaly Shmatikov:
Using Program Analysis to Synthesize Sensor Spoofing Attacks. AsiaCCS 2017: 757-770 - [c77]Paul Grubbs, Thomas Ristenpart, Vitaly Shmatikov:
Why Your Encrypted Database Is Not Secure. HotOS 2017: 162-168 - [c76]Reza Shokri, Marco Stronati, Congzheng Song, Vitaly Shmatikov:
Membership Inference Attacks Against Machine Learning Models. IEEE Symposium on Security and Privacy 2017: 3-18 - [c75]Roei Schuster, Vitaly Shmatikov, Eran Tromer:
Beauty and the Burst: Remote Identification of Encrypted Video Streams. USENIX Security Symposium 2017: 1357-1374 - [i15]Congzheng Song, Thomas Ristenpart, Vitaly Shmatikov:
Machine Learning Models that Remember Too Much. CoRR abs/1709.07886 (2017) - [i14]Paul Grubbs, Thomas Ristenpart, Vitaly Shmatikov:
Why Your Encrypted Database Is Not Secure. IACR Cryptol. ePrint Arch. 2017: 468 (2017) - [i13]Vincent Bindschaedler, Paul Grubbs, David Cash, Thomas Ristenpart, Vitaly Shmatikov:
The Tao of Inference in Privacy-Protected Databases. IACR Cryptol. ePrint Arch. 2017: 1078 (2017) - 2016
- [j12]Richard McPherson, Amir Houmansadr, Vitaly Shmatikov:
CovertCast: Using Live Streaming to Evade Internet Censorship. Proc. Priv. Enhancing Technol. 2016(3): 212-225 (2016) - [j11]Yuanzhong Xu, Tyler Hunt, Youngjin Kwon, Martin Georgiev, Vitaly Shmatikov, Emmett Witchel:
EARP: Principled Storage, Sharing, and Protection for Mobile Apps. GetMobile Mob. Comput. Commun. 20(3): 29-33 (2016) - [c74]Paul Grubbs, Richard McPherson, Muhammad Naveed, Thomas Ristenpart, Vitaly Shmatikov:
Breaking Web Applications Built On Top of Encrypted Data. CCS 2016: 1353-1364 - [c73]Sooel Son, Daehyeok Kim, Vitaly Shmatikov:
What Mobile Ads Know About Mobile Users. NDSS 2016 - [c72]Yuanzhong Xu, Tyler Hunt, Youngjin Kwon, Martin Georgiev, Vitaly Shmatikov, Emmett Witchel:
Earp: Principled Storage, Sharing, and Protection for Mobile Apps. NSDI 2016: 627-642 - [c71]Michael J. Wilber, Vitaly Shmatikov, Serge J. Belongie:
Can we still avoid automatic face detection? WACV 2016: 1-9 - [i12]Michael J. Wilber, Vitaly Shmatikov, Serge J. Belongie:
Can we still avoid automatic face detection? CoRR abs/1602.04504 (2016) - [i11]Martin Georgiev, Vitaly Shmatikov:
Gone in Six Characters: Short URLs Considered Harmful for Cloud Services. CoRR abs/1604.02734 (2016) - [i10]Lorrie Faith Cranor, Tal Rabin, Vitaly Shmatikov, Salil P. Vadhan, Daniel J. Weitzner:
Towards a Privacy Research Roadmap for the Computing Community. CoRR abs/1604.03160 (2016) - [i9]Richard McPherson, Reza Shokri, Vitaly Shmatikov:
Defeating Image Obfuscation with Deep Learning. CoRR abs/1609.00408 (2016) - [i8]Reza Shokri, Marco Stronati, Vitaly Shmatikov:
Membership Inference Attacks against Machine Learning Models. CoRR abs/1610.05820 (2016) - [i7]Paul Grubbs, Richard McPherson, Muhammad Naveed, Thomas Ristenpart, Vitaly Shmatikov:
Breaking Web Applications Built On Top of Encrypted Data. IACR Cryptol. ePrint Arch. 2016: 920 (2016) - 2015
- [c70]Reza Shokri, Vitaly Shmatikov:
Privacy-preserving deep learning. Allerton 2015: 909-910 - [c69]Reza Shokri, Vitaly Shmatikov:
Privacy-Preserving Deep Learning. CCS 2015: 1310-1321 - [c68]Martin Georgiev, Suman Jana, Vitaly Shmatikov:
Rethinking Security of Web-Based System Applications. WWW 2015: 366-376 - [c67]Richard McPherson, Suman Jana, Vitaly Shmatikov:
No Escape From Reality: Security and Privacy of Augmented Reality Browsers. WWW 2015: 743-753 - 2014
- [c66]Martin Georgiev, Suman Jana, Vitaly Shmatikov:
Breaking and Fixing Origin-Based Access Control in Hybrid Web/Mobile Application Frameworks. NDSS 2014 - [c65]Amir Houmansadr, Edmund L. Wong, Vitaly Shmatikov:
No Direction Home: The True Cost of Routing Around Decoys. NDSS 2014 - [c64]Chad Brubaker, Amir Houmansadr, Vitaly Shmatikov:
CloudTransport: Using Cloud Storage for Censorship-Resistant Networking. Privacy Enhancing Technologies 2014: 1-20 - [c63]Chad Brubaker, Suman Jana, Baishakhi Ray, Sarfraz Khurshid, Vitaly Shmatikov:
Using Frankencerts for Automated Adversarial Testing of Certificate Validation in SSL/TLS Implementations. IEEE Symposium on Security and Privacy 2014: 114-129 - 2013
- [c62]Sooel Son, Kathryn S. McKinley, Vitaly Shmatikov:
Diglossia: detecting code injection attacks with precision and efficiency. CCS 2013: 1181-1192 - [c61]Aaron Johnson, Vitaly Shmatikov:
Privacy-preserving data exploration in genome-wide association studies. KDD 2013: 1079-1087 - [c60]Sooel Son, Kathryn S. McKinley, Vitaly Shmatikov:
Fix Me Up: Repairing Access-Control Bugs in Web Applications. NDSS 2013 - [c59]Sooel Son, Vitaly Shmatikov:
The Postman Always Rings Twice: Attacking and Defending postMessage in HTML5 Websites. NDSS 2013 - [c58]Sangmin Lee, Edmund L. Wong, Deepak Goel, Mike Dahlin, Vitaly Shmatikov:
πBox: A Platform for Privacy-Preserving Apps. NSDI 2013: 501-514 - [c57]Amir Houmansadr, Chad Brubaker, Vitaly Shmatikov:
The Parrot Is Dead: Observing Unobservable Network Communications. IEEE Symposium on Security and Privacy 2013: 65-79 - [c56]Suman Jana, Arvind Narayanan, Vitaly Shmatikov:
A Scanner Darkly: Protecting User Privacy from Perceptual Applications. IEEE Symposium on Security and Privacy 2013: 349-363 - 2012
- [c55]Martin Georgiev, Subodh Iyengar, Suman Jana, Rishita Anubhai, Dan Boneh, Vitaly Shmatikov:
The most dangerous code in the world: validating SSL certificates in non-browser software. CCS 2012: 38-49 - [c54]Alan M. Dunn, Michael Z. Lee, Suman Jana, Sangman Kim, Mark Silberstein, Yuanzhong Xu, Vitaly Shmatikov, Emmett Witchel:
Eternal Sunshine of the Spotless Machine: Protecting Privacy with Ephemeral Channels. OSDI 2012: 61-75 - [c53]Suman Jana, Vitaly Shmatikov:
Abusing File Processing in Malware Detectors for Fun and Profit. IEEE Symposium on Security and Privacy 2012: 80-94 - [c52]Suman Jana, Vitaly Shmatikov:
Memento: Learning Secrets from Process Footprints. IEEE Symposium on Security and Privacy 2012: 143-157 - 2011
- [j10]Vitaly Shmatikov:
Anonymity is not privacy: technical perspective. Commun. ACM 54(12): 132 (2011) - [c51]Edmund L. Wong, Vitaly Shmatikov:
Get off my prefix! the need for dynamic, gerontocratic policies in inter-domain routing. DSN 2011: 233-244 - [c50]Suman Jana, Vitaly Shmatikov:
EVE: Verifying Correct Execution of Cloud-Hosted Web Applications. HotCloud 2011 - [c49]Sooel Son, Kathryn S. McKinley, Vitaly Shmatikov:
RoleCast: finding missing security checks when you do not know what checks are. OOPSLA 2011: 1069-1084 - [c48]Sooel Son, Vitaly Shmatikov:
SAFERPHP: finding semantic vulnerabilities in PHP applications. PLAS 2011: 8 - [c47]Varun Srivastava, Michael D. Bond, Kathryn S. McKinley, Vitaly Shmatikov:
A security policy oracle: detecting security holes using multiple API implementations. PLDI 2011: 343-354 - [c46]Joseph A. Calandrino, Ann Kilzer, Arvind Narayanan, Edward W. Felten, Vitaly Shmatikov:
"You Might Also Like: " Privacy Risks of Collaborative Filtering. IEEE Symposium on Security and Privacy 2011: 231-246 - [c45]Suman Jana, Donald E. Porter, Vitaly Shmatikov:
TxBox: Building Secure, Efficient Sandboxes with System Transactions. IEEE Symposium on Security and Privacy 2011: 329-344 - [e3]Yan Chen, George Danezis, Vitaly Shmatikov:
Proceedings of the 18th ACM Conference on Computer and Communications Security, CCS 2011, Chicago, Illinois, USA, October 17-21, 2011. ACM 2011, ISBN 978-1-4503-0948-6 [contents] - 2010
- [j9]Arvind Narayanan, Vitaly Shmatikov:
Myths and fallacies of "personally identifiable information". Commun. ACM 53(6): 24-26 (2010) - [c44]Indrajit Roy, Srinath T. V. Setty, Ann Kilzer, Vitaly Shmatikov, Emmett Witchel:
Airavat: Security and Privacy for MapReduce. NSDI 2010: 297-312 - [c43]Michael D. Bond, Varun Srivastava, Kathryn S. McKinley, Vitaly Shmatikov:
Efficient, context-sensitive detection of real-world semantic attacks. PLAS 2010: 1 - [c42]Sooel Son, Vitaly Shmatikov:
The Hitchhiker's Guide to DNS Cache Poisoning. SecureComm 2010: 466-483 - [e2]Ehab Al-Shaer, Angelos D. Keromytis, Vitaly Shmatikov:
Proceedings of the 17th ACM Conference on Computer and Communications Security, CCS 2010, Chicago, Illinois, USA, October 4-8, 2010. ACM 2010, ISBN 978-1-4503-0245-6 [contents]
2000 – 2009
- 2009
- [c41]Richard M. Chang, Guofei Jiang, Franjo Ivancic, Sriram Sankaranarayanan, Vitaly Shmatikov:
Inputs of Coma: Static Detection of Denial-of-Service Vulnerabilities. CSF 2009: 186-199 - [c40]Justin Brickell, Vitaly Shmatikov:
Privacy-Preserving Classifier Learning. Financial Cryptography 2009: 128-147 - [c39]Arvind Narayanan, Vitaly Shmatikov:
De-anonymizing Social Networks. SP 2009: 173-187 - [i6]Arvind Narayanan, Vitaly Shmatikov:
De-anonymizing Social Networks. CoRR abs/0903.3276 (2009) - 2008
- [c38]Justin Brickell, Vitaly Shmatikov:
The cost of privacy: destruction of data-mining utility in anonymized data publishing. KDD 2008: 70-78 - [c37]Arvind Narayanan, Vitaly Shmatikov:
Robust De-anonymization of Large Sparse Datasets. SP 2008: 111-125 - [c36]Somesh Jha, Louis Kruger, Vitaly Shmatikov:
Towards Practical Privacy for Genomic Computation. SP 2008: 216-230 - [e1]Vitaly Shmatikov:
Proceedings of the 6th ACM Workshop on Formal Methods in Security Engineering, FMSE 2008, Alexandria, VA, USA, October 27, 2008. ACM 2008, ISBN 978-1-60558-288-7 [contents] - 2007
- [c35]Vitaly Shmatikov, Ming-Hsiu Wang:
Secure Verification of Location Claims with Simultaneous Distance Modification. ASIAN 2007: 181-195 - [c34]Justin Brickell, Donald E. Porter, Vitaly Shmatikov, Emmett Witchel:
Privacy-preserving remote diagnostics. CCS 2007: 498-507 - [c33]Prateek Gupta, Vitaly Shmatikov:
Security Analysis of Voice-over-IP Protocols. CSF 2007: 49-63 - [c32]Stanislaw Jarecki, Vitaly Shmatikov:
Efficient Two-Party Secure Computation on Committed Inputs. EUROCRYPT 2007: 97-114 - [c31]Ajay Mahimkar, Jasraj Dange, Vitaly Shmatikov, Harrick M. Vin, Yin Zhang:
dFence: Transparent Network-based Denial of Service Mitigation. NSDI 2007 - [c30]Edmund L. Wong, Praveen Balasubramanian, Lorenzo Alvisi, Mohamed G. Gouda, Vitaly Shmatikov:
Truth in advertising: lightweight verification of route integrity. PODC 2007: 147-156 - [c29]Vitaly Shmatikov, Ming-Hsiu Wang:
Security against probe-response attacks in collaborative intrusion detection. LSAD@SIGCOMM 2007: 129-136 - 2006
- [j8]Gethin Norman, Vitaly Shmatikov:
Analysis of probabilistic contract signing. J. Comput. Secur. 14(6): 561-589 (2006) - [c28]Vitaly Shmatikov, Ming-Hsiu Wang:
Timing Analysis in Low-Latency Mix Networks: Attacks and Defenses. ESORICS 2006: 18-33 - [c27]Justin Brickell, Vitaly Shmatikov:
Efficient anonymity-preserving data collection. KDD 2006: 76-85 - [c26]Phillip A. Porras, Vitaly Shmatikov:
Large-scale collection and sanitization of network security data: risks and challenges. NSPW 2006: 57-64 - [c25]Vitaly Shmatikov, Ming-Hsiu Wang:
Measuring relationship anonymity in mix networks. WPES 2006: 59-62 - [i5]Arvind Narayanan, Vitaly Shmatikov:
How To Break Anonymity of the Netflix Prize Dataset. CoRR abs/cs/0610105 (2006) - [i4]Prateek Gupta, Vitaly Shmatikov:
Key confirmation and adaptive corruptions in the protocol security logic. IACR Cryptol. ePrint Arch. 2006: 171 (2006) - [i3]Arvind Narayanan, Vitaly Shmatikov:
On the Limits of Point Function Obfuscation. IACR Cryptol. ePrint Arch. 2006: 182 (2006) - [i2]Prateek Gupta, Vitaly Shmatikov:
Security Analysis of Voice-over-IP Protocols. IACR Cryptol. ePrint Arch. 2006: 424 (2006) - 2005
- [j7]Vitaly Shmatikov, Carolyn L. Talcott:
Reputation-based trust management. J. Comput. Secur. 13(1): 167-190 (2005) - [j6]Jonathan K. Millen, Vitaly Shmatikov:
Symbolic protocol analysis with an Abelian group operator or Diffie-Hellman exponentiation. J. Comput. Secur. 13(3): 515-564 (2005) - [j5]Jonathan K. Millen, Vitaly Shmatikov:
Symbolic protocol analysis with an Abelian group operator or Diffie-Hellman exponentiation. J. Comput. Secur. 13(4): 695- (2005) - [j4]Rohit Chadha, John C. Mitchell, Andre Scedrov, Vitaly Shmatikov:
Contract signing, optimism, and advantage. J. Log. Algebraic Methods Program. 64(2): 189-218 (2005) - [c24]Justin Brickell, Vitaly Shmatikov:
Privacy-Preserving Graph Algorithms in the Semi-honest Model. ASIACRYPT 2005: 236-252 - [c23]Prateek Gupta, Vitaly Shmatikov:
Towards computationally sound symbolic analysis of key exchange protocols. FMSE 2005: 23-32 - [c22]Arvind Narayanan, Vitaly Shmatikov:
Obfuscated databases and group privacy. CCS 2005: 102-111 - [c21]Arvind Narayanan, Vitaly Shmatikov:
Fast dictionary attacks on passwords using time-space tradeoff. CCS 2005: 364-372 - [c20]Ajay Mahimkar, Vitaly Shmatikov:
Game-Based Analysis of Denial-of-Service Prevention Protocols. CSFW 2005: 287-301 - [c19]