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@inproceedings{king2003backtracking,
title={Backtracking intrusions},
author={King, Samuel T and Chen, Peter M},
booktitle={Proceedings of the nineteenth ACM symposium on Operating systems principles},
pages={223--236},
year={2003}
}
@inproceedings{goel2005taser,
title={The taser intrusion recovery system},
author={Goel, Ashvin and Po, Kenneth and Farhadi, Kamran and Li, Zheng and De Lara, Eyal},
booktitle={Proceedings of the twentieth ACM symposium on Operating systems principles},
pages={163--176},
year={2005}
}
@inproceedings{lee2013high,
title={High Accuracy Attack Provenance via Binary-based Execution Partition.},
author={Lee, Kyu Hyung and Zhang, Xiangyu and Xu, Dongyan},
booktitle={NDSS},
year={2013}
}
@inproceedings{king2005enriching,
title={Enriching Intrusion Alerts Through Multi-Host Causality.},
author={King, Samuel T and Mao, Zhuoqing Morley and Lucchetti, Dominic G and Chen, Peter M},
booktitle={NDSS},
year={2005}
}
@inproceedings{liu2018towards,
title={Towards a Timely Causality Analysis for Enterprise Security.},
author={Liu, Yushan and Zhang, Mu and Li, Ding and Jee, Kangkook and Li, Zhichun and Wu, Zhenyu and Rhee, Junghwan and Mittal, Prateek},
booktitle={NDSS},
year={2018}
}
@inproceedings{ma2016protracer,
title={Protracer: Towards Practical Provenance Tracing by Alternating Between Logging and Tainting.},
author={Ma, Shiqing and Zhang, Xiangyu and Xu, Dongyan},
booktitle={NDSS},
year={2016}
}
@article{paxson1999bro,
title={Bro: a system for detecting network intruders in real-time},
author={Paxson, Vern},
journal={Computer networks},
volume={31},
number={23-24},
pages={2435--2463},
year={1999},
publisher={Elsevier}
}
@inproceedings{vigna2003designing,
title={Designing and implementing a family of intrusion detection systems},
author={Vigna, Giovanni and Valeur, Fredrik and Kemmerer, Richard A},
booktitle={Proceedings of the 9th European software engineering conference held jointly with 11th ACM SIGSOFT international symposium on Foundations of software engineering},
pages={88--97},
year={2003}
}
@inproceedings{lindqvist1999detecting,
title={Detecting computer and network misuse through the production-based expert system toolset (P-BEST)},
author={Lindqvist, Ulf and Porras, Phillip A},
booktitle={Proceedings of the 1999 IEEE Symposium on Security and Privacy (Cat. No. 99CB36344)},
pages={146--161},
year={1999},
organization={IEEE}
}
@inproceedings{roesch1999snort,
title={Snort: Lightweight intrusion detection for networks.},
author={Roesch, Martin},
booktitle={Lisa},
volume={99},
number={1},
pages={229--238},
year={1999}
}
@inproceedings{bugiel2012towards,
title={Towards Taming Privilege-Escalation Attacks on Android.},
author={Bugiel, Sven and Davi, Lucas and Dmitrienko, Alexandra and Fischer, Thomas and Sadeghi, Ahmad-Reza and Shastry, Bhargava},
booktitle={NDSS},
volume={17},
pages={19},
year={2012},
organization={Citeseer}
}
@inproceedings{forrest1996sense,
title={A sense of self for unix processes},
author={Forrest, Stephanie and Hofmeyr, Steven A and Somayaji, Anil and Longstaff, Thomas A},
booktitle={Proceedings 1996 IEEE Symposium on Security and Privacy},
pages={120--128},
year={1996},
organization={IEEE}
}
@article{lee1998data,
title={Data mining approaches for intrusion detection},
author={Lee, Wenke and Stolfo, Salvatore},
year={1998}
}
@inproceedings{warrender1999detecting,
title={Detecting intrusions using system calls: Alternative data models},
author={Warrender, Christina and Forrest, Stephanie and Pearlmutter, Barak},
booktitle={Proceedings of the 1999 IEEE symposium on security and privacy (Cat. No. 99CB36344)},
pages={133--145},
year={1999},
organization={IEEE}
}
@article{mutz2006anomalous,
title={Anomalous system call detection},
author={Mutz, Darren and Valeur, Fredrik and Vigna, Giovanni and Kruegel, Christopher},
journal={ACM Transactions on Information and System Security (TISSEC)},
volume={9},
number={1},
pages={61--93},
year={2006},
publisher={ACM New York, NY, USA}
}
@inproceedings{du2017deeplog,
title={Deeplog: Anomaly detection and diagnosis from system logs through deep learning},
author={Du, Min and Li, Feifei and Zheng, Guineng and Srikumar, Vivek},
booktitle={Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security},
pages={1285--1298},
year={2017}
}
@misc{symantecmalware,
title = {{Symantec Internet Security Threat Report, 2019}},
howpublished = {\url{https://www-west.symantec.com/content/dam/symantec/docs/reports/istr-24-2019-en.pdf}},
key = "symantec malware"
}
@inproceedings{Gheorghescu2006ANAV,
title={AN AUTOMATED VIRUS CLASSIFICATION SYSTEM},
author={Marius Gheorghescu},
year={2006}
}
@article{dullien2005graph,
title={Graph-based comparison of executable objects (english version)},
author={Dullien, Thomas and Rolles, Rolf},
journal={SSTIC},
volume={5},
number={1},
pages={3},
year={2005}
}
@inproceedings{rieck2008learning,
title={Learning and classification of malware behavior},
author={Rieck, Konrad and Holz, Thorsten and Willems, Carsten and D{\"u}ssel, Patrick and Laskov, Pavel},
booktitle={International Conference on Detection of Intrusions and Malware, and Vulnerability Assessment},
pages={108--125},
year={2008},
organization={Springer}
}
@article{lee2006behavioral,
title={Behavioral classification},
author={Lee, Tony},
journal={Proceedings of EICAR 2006, 4},
year={2006}
}
@inproceedings{bailey2007automated,
title={Automated classification and analysis of internet malware},
author={Bailey, Michael and Oberheide, Jon and Andersen, Jon and Mao, Z Morley and Jahanian, Farnam and Nazario, Jose},
booktitle={International Workshop on Recent Advances in Intrusion Detection},
pages={178--197},
year={2007},
organization={Springer}
}
@inproceedings{bayer2009scalable,
title={Scalable, behavior-based malware clustering.},
author={Bayer, Ulrich and Comparetti, Paolo Milani and Hlauschek, Clemens and Kruegel, Christopher and Kirda, Engin},
booktitle={NDSS},
volume={9},
pages={8--11},
year={2009},
organization={Citeseer}
}
@inproceedings{wang2004gatekeeper,
title={Gatekeeper: Monitoring Auto-Start Extensibility Points (ASEPs) for Spyware Management.},
author={Wang, Yi-Min and Roussev, Roussi and Verbowski, Chad and Johnson, Aaron and Wu, Ming-Wei and Huang, Yennun and Kuo, Sy-Yen},
booktitle={LISA},
volume={4},
pages={33--46},
year={2004}
}
@article{bulter2004vice,
title={VICE–catch the hookers!},
author={J. Butler and G. Hoglund.},
journal={In Black Hat USA, July 2004},
year={2004}
}
@inproceedings{kirda2006behavior,
title={Behavior-based Spyware Detection.},
author={Kirda, Engin and Kruegel, Christopher and Banks, Greg and Vigna, Giovanni and Kemmerer, Richard},
booktitle={Usenix Security Symposium},
pages={694},
year={2006}
}
@inproceedings{yin2007panorama,
title={Panorama: capturing system-wide information flow for malware detection and analysis},
author={Yin, Heng and Song, Dawn and Egele, Manuel and Kruegel, Christopher and Kirda, Engin},
booktitle={Proceedings of the 14th ACM conference on Computer and communications security},
pages={116--127},
year={2007}
}
@article{androutsopoulos2000evaluation,
title={An evaluation of naive bayesian anti-spam filtering},
author={Androutsopoulos, Ion and Koutsias, John and Chandrinos, Konstantinos V and Paliouras, George and Spyropoulos, Constantine D},
journal={arXiv preprint cs/0006013},
year={2000}
}
@inproceedings{sahami1998bayesian,
title={A Bayesian approach to filtering junk e-mail},
author={Sahami, Mehran and Dumais, Susan and Heckerman, David and Horvitz, Eric},
booktitle={Learning for Text Categorization: Papers from the 1998 workshop},
volume={62},
pages={98--105},
year={1998},
organization={Madison, Wisconsin}
}
@inproceedings{schneider2003comparison,
title={A comparison of event models for Naive Bayes anti-spam e-mail filtering},
author={Schneider, Karl-Michael},
booktitle={Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics-Volume 1},
pages={307--314},
year={2003},
organization={Association for Computational Linguistics}
}
@inproceedings{cohen1996learning,
title={Learning rules that classify e-mail},
author={Cohen, William W},
booktitle={AAAI spring symposium on machine learning in information access},
volume={18},
pages={25},
year={1996},
organization={Stanford, CA}
}
@article{drucker1999support,
title={Support vector machines for spam categorization},
author={Drucker, Harris and Wu, Donghui and Vapnik, Vladimir N},
journal={IEEE Transactions on Neural networks},
volume={10},
number={5},
pages={1048--1054},
year={1999},
publisher={IEEE}
}
@article{androutsopoulos2000learning,
title={Learning to filter spam e-mail: A comparison of a naive bayesian and a memory-based approach},
author={Androutsopoulos, Ion and Paliouras, Georgios and Karkaletsis, Vangelis and Sakkis, Georgios and Spyropoulos, Constantine D and Stamatopoulos, Panagiotis},
journal={arXiv preprint cs/0009009},
year={2000}
}
@article{carreras2001boosting,
title={Boosting trees for anti-spam email filtering},
author={Carreras, Xavier and Marquez, Lluis},
journal={arXiv preprint cs/0109015},
year={2001}
}
@inproceedings{zhang2003filtering,
title={Filtering junk mail with a maximum entropy model},
author={Zhang, Le and Yao, Tian-shun},
booktitle={Proceeding of 20th international conference on computer processing of oriental languages (ICCPOL03)},
pages={446--453},
year={2003}
}
@inproceedings{fette2007learning,
title={Learning to detect phishing emails},
author={Fette, Ian and Sadeh, Norman and Tomasic, Anthony},
booktitle={Proceedings of the 16th international conference on World Wide Web},
pages={649--656},
year={2007}
}
@inproceedings{abu2007comparison,
title={A comparison of machine learning techniques for phishing detection},
author={Abu-Nimeh, Saeed and Nappa, Dario and Wang, Xinlei and Nair, Suku},
booktitle={Proceedings of the anti-phishing working groups 2nd annual eCrime researchers summit},
pages={60--69},
year={2007}
}
@inproceedings{chandrasekaran2006phishing,
title={Phishing email detection based on structural properties},
author={Chandrasekaran, Madhusudhanan and Narayanan, Krishnan and Upadhyaya, Shambhu},
booktitle={NYS cyber security conference},
volume={3},
year={2006},
organization={Albany, New York}
}
@inproceedings{wu2006security,
title={Do security toolbars actually prevent phishing attacks?},
author={Wu, Min and Miller, Robert C and Garfinkel, Simson L},
booktitle={Proceedings of the SIGCHI conference on Human Factors in computing systems},
pages={601--610},
year={2006}
}
@article{whittaker2010large,
title={Large-scale automatic classification of phishing pages},
author={Whittaker, Colin and Ryner, Brian and Nazif, Marria},
year={2010}
}
@inproceedings{zhang2007cantina,
title={Cantina: a content-based approach to detecting phishing web sites},
author={Zhang, Yue and Hong, Jason I and Cranor, Lorrie F},
booktitle={Proceedings of the 16th international conference on World Wide Web},
pages={639--648},
year={2007}
}
@inproceedings{wardman2008automating,
title={Automating phishing website identification through deep MD5 matching},
author={Wardman, Brad and Warner, Gary},
booktitle={2008 eCrime Researchers Summit},
pages={1--7},
year={2008},
organization={IEEE}
}
@misc{ibmxforce,
title = {{IBM X-Force Exchange}},
howpublished = {\url{https://exchange.xforce.ibmcloud.com/}},
_note = {Accessed: 2020-04-20},
key = "IBM X-Force Exchange",
}
@misc{alienvaultotx,
title = {{AlienVault Open Threat Exchange}},
howpublished = {\url{https://otx.alienvault.com/}},
_note = {Accessed: 2020-04-20},
key = "AlienVault Open Threat Exchange",
}
@misc{facebookthreatexchange,
title = {{Facebook ThreatExchange}},
howpublished = {\url{https://developers.facebook.com/programs/threatexchange/}},
_note = {Accessed: 2020-04-20},
key = "Facebook ThreatExchange",
}
@misc{cyberthreatalliance,
title = {{Cyber Threat Alliance}},
howpublished = {\url{https://www.cyberthreatalliance.org/}},
_note = {Accessed: 2020-04-20},
key = "Cyber Threat Alliance",
}
@misc{snortids,
title = {{Snort - Network Intrusion Detection and Prevention System}},
howpublished = {\url{https://www.snort.org/}},
_note = {Accessed: 2020-04-20},
key = "Snort",
}
@misc{zeekids,
title = {{Zeek Network Security Monitoring}},
howpublished = {\url{https://zeek.org/}},
_note = {Accessed: 2020-04-20},
key = "Zeek",
}
@misc{paloaltofirewall,
title = {{Palo Alto Networks Next-Generation Firewall}},
howpublished = {\url{https://www.paloaltonetworks.com/network-security/next-generation-firewall}},
_note = {Accessed: 2020-04-20},
key = "paloaltofirewall",
}
@misc{fortinetfirewall,
title = {{Fortinet Next-Generation Firewall}},
howpublished = {\url{https://www.fortinet.com/products/next-generation-firewall.html}},
_note = {Accessed: 2020-04-20},
key = "fortinetfirewall",
}
@misc{ciscofirewall,
title = {{Cisco Next-Generation Firewall}},
howpublished = {\url{https://www.cisco.com/c/en/us/products/security/firewalls/index.html}},
_note = {Accessed: 2020-04-20},
key = "ciscofirewall",
}
@misc{sumologic,
title = {{Sumo Logic Continuous Intelligence Platform}},
howpublished = {\url{https://www.sumologic.com/}},
_note = {Accessed: 2020-04-20},
key = "sumologic",
}
@misc{logrhythm,
title = {{LogRhythm Security Information and Event Management}},
howpublished = {\url{https://logrhythm.com/solutions/security/siem/}},
_note = {Accessed: 2020-04-20},
key = "logrhythm",
}
@misc{splunk,
title = {{Splunk> SIEM}},
howpublished = {\url{https://www.splunk.com/}},
_note = {Accessed: 2020-04-20},
key = "splunk",
}
@inproceedings{liu2017don,
title={Don't let one rotten apple spoil the whole barrel: Towards automated detection of shadowed domains},
author={Liu, Daiping and Li, Zhou and Du, Kun and Wang, Haining and Liu, Baojun and Duan, Haixin},
booktitle={Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security},
pages={537--552},
year={2017}
}