{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,5]],"date-time":"2025-11-05T11:19:21Z","timestamp":1762341561260,"version":"3.40.3"},"publisher-location":"Cham","reference-count":35,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783030647926"},{"type":"electronic","value":"9783030647933"}],"license":[{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2020,1,1]],"date-time":"2020-01-01T00:00:00Z","timestamp":1577836800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2020]]},"DOI":"10.1007\/978-3-030-64793-3_2","type":"book-chapter","created":{"date-parts":[[2020,12,21]],"date-time":"2020-12-21T20:06:15Z","timestamp":1608581175000},"page":"23-44","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":8,"title":["Learning and Planning in the Feature Deception Problem"],"prefix":"10.1007","author":[{"given":"Zheyuan Ryan","family":"Shi","sequence":"first","affiliation":[]},{"given":"Ariel D.","family":"Procaccia","sequence":"additional","affiliation":[]},{"given":"Kevin S.","family":"Chan","sequence":"additional","affiliation":[]},{"given":"Sridhar","family":"Venkatesan","sequence":"additional","affiliation":[]},{"given":"Noam","family":"Ben-Asher","sequence":"additional","affiliation":[]},{"given":"Nandi O.","family":"Leslie","sequence":"additional","affiliation":[]},{"given":"Charles","family":"Kamhoua","sequence":"additional","affiliation":[]},{"given":"Fei","family":"Fang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2020,12,22]]},"reference":[{"key":"2_CR1","unstructured":"Abbasi, Y., et al.: Know your adversary: insights for a better adversarial behavioral model. In: CogSci (2016)"},{"key":"2_CR2","doi-asserted-by":"publisher","first-page":"169","DOI":"10.1007\/978-3-319-32699-3_8","volume-title":"Cyber Deception","author":"M Albanese","year":"2016","unstructured":"Albanese, M., Battista, E., Jajodia, S.: Deceiving attackers by creating a virtual attack surface. In: Jajodia, S., Subrahmanian, V.S.S., Swarup, V., Wang, C. (eds.) Cyber Deception, pp. 169\u2013201. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-32699-3_8"},{"key":"2_CR3","unstructured":"Blum, A., Haghtalab, N., Procaccia, A.D.: Learning optimal commitment to overcome insecurity. In: NIPS (2014)"},{"key":"2_CR4","doi-asserted-by":"crossref","unstructured":"Chiang, C.Y.J., et al.: ACyDS: An adaptive cyber deception system. In: MILCOM (2016)","DOI":"10.1109\/MILCOM.2016.7795427"},{"key":"2_CR5","unstructured":"Fang, F., Stone, P., Tambe, M.: When security games go green: designing defender strategies to prevent poaching and illegal fishing. In: IJCAI (2015)"},{"key":"2_CR6","doi-asserted-by":"crossref","unstructured":"Gan, J., Xu, H., Guo, Q., Tran-Thanh, L., Rabinovich, Z., Wooldridge, M.: Imitative follower deception in Stackelberg games. In: EC (2019)","DOI":"10.1145\/3328526.3329629"},{"key":"2_CR7","doi-asserted-by":"crossref","unstructured":"Guo, Q., An, B., Bosansk\u1ef3, B., Kiekintveld, C.: Comparing strategic secrecy and Stackelberg commitment in security games. In: IJCAI, pp. 3691\u20133699 (2017)","DOI":"10.24963\/ijcai.2017\/516"},{"key":"2_CR8","unstructured":"Haghtalab, N., Fang, F., Nguyen, T.H., Sinha, A., Procaccia, A.D., Tambe, M.: Three strategies to success: learning adversary models in security games. In: IJCAI (2016)"},{"key":"2_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"273","DOI":"10.1007\/978-3-319-68711-7_15","volume-title":"Decision and Game Theory for Security","author":"K Hor\u00e1k","year":"2017","unstructured":"Hor\u00e1k, K., Zhu, Q., Bo\u0161ansk\u1ef3, B.: Manipulating adversary\u2019s belief: a dynamic game approach to deception by design for proactive network security. In: Rass, S., An, B., Kiekintveld, C., Fang, F., Schauer, S. (eds.) GameSec 2017. Lecture Notes in Computer Science, vol. 10575, pp. 273\u2013294. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-68711-7_15"},{"key":"2_CR10","doi-asserted-by":"publisher","first-page":"98","DOI":"10.1109\/MC.2016.212","volume":"49","author":"G Hurlburt","year":"2016","unstructured":"Hurlburt, G.: \u201cGood enough\u201d security: the best we\u2019ll ever have. Computer 49, 98\u2013101 (2016)","journal-title":"Computer"},{"key":"2_CR11","doi-asserted-by":"crossref","unstructured":"Jafarian, J.H., Al-Shaer, E., Duan, Q.: Openflow random host mutation: transparent moving target defense using software defined networking. In: Proceedings of the First Workshop on Hot Topics in Software Defined Networks. ACM (2012)","DOI":"10.1145\/2342441.2342467"},{"issue":"11","key":"2_CR12","doi-asserted-by":"publisher","first-page":"2532","DOI":"10.1109\/TIFS.2017.2710945","volume":"12","author":"S Jajodia","year":"2017","unstructured":"Jajodia, S., et al.: A probabilistic logic of cyber deception. IEEE Trans. Inf. Forensics Secur. 12(11), 2532\u20132544 (2017)","journal-title":"IEEE Trans. Inf. Forensics Secur."},{"key":"2_CR13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-32699-3","volume-title":"Cyber Deception","author":"S Jajodia","year":"2016","unstructured":"Jajodia, S., Subrahmanian, V., Swarup, V., Wang, C.: Cyber Deception. Springer, Heidelberg (2016). https:\/\/doi.org\/10.1007\/978-3-319-32699-3"},{"key":"2_CR14","volume-title":"Deception in War","author":"J Latimer","year":"2001","unstructured":"Latimer, J.: Deception in War. John Murray, London (2001)"},{"key":"2_CR15","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"250","DOI":"10.1007\/978-3-642-04645-2_23","volume-title":"Algorithmic Game Theory","author":"J Letchford","year":"2009","unstructured":"Letchford, J., Conitzer, V., Munagala, K.: Learning and approximating the optimal strategy to commit to. In: Mavronicolas, M., Papadopoulou, V.G. (eds.) SAGT 2009. LNCS, vol. 5814, pp. 250\u2013262. Springer, Heidelberg (2009). https:\/\/doi.org\/10.1007\/978-3-642-04645-2_23"},{"key":"2_CR16","unstructured":"Lyon, G.F.: Nmap network scanning: The Official Nmap Project Guide to Network Discovery and Security Scanning. Insecure (2009)"},{"key":"2_CR17","unstructured":"Marecki, J., Tesauro, G., Segal, R.: Playing repeated Stackelberg games with unknown opponents. In: AAMAS (2012)"},{"key":"2_CR18","unstructured":"Nakashima, E.: To thwart hackers, firms salting their servers with fake data (2013)"},{"key":"2_CR19","doi-asserted-by":"crossref","unstructured":"Nguyen, T.H., Wang, Y., Sinha, A., Wellman, M.P.: Deception in finitely repeated security games. In: AAAI (2019)","DOI":"10.1609\/aaai.v33i01.33012133"},{"key":"2_CR20","unstructured":"Paruchuri, P., Pearce, J.P., Marecki, J., Tambe, M., Ordonez, F., Kraus, S.: Playing games for security: an efficient exact algorithm for solving Bayesian Stackelberg games. In: AAMAS (2008)"},{"key":"2_CR21","doi-asserted-by":"crossref","unstructured":"Peng, B., Shen, W., Tang, P., Zuo, S.: Learning optimal strategies to commit to. In: AAAI (2019)","DOI":"10.1609\/aaai.v33i01.33012149"},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Perrault, A., Wilder, B., Ewing, E., Mate, A., Dilkina, B., Tambe, M.: Decision-focused learning of adversary behavior in security games. arXiv preprint arXiv:1903.00958 (2019)","DOI":"10.1609\/aaai.v34i02.5494"},{"key":"2_CR23","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1016\/S1361-3723(09)70033-8","volume":"2009","author":"B Potter","year":"2009","unstructured":"Potter, B., Day, G.: The effectiveness of anti-malware tools. Comput. Fraud Secur. 2009, 12\u201313 (2009)","journal-title":"Comput. Fraud Secur."},{"key":"2_CR24","unstructured":"Provos, N., et al.: A virtual honeypot framework. In: USENIX Security Symposium (2004)"},{"key":"2_CR25","unstructured":"PwC: Operation Cloud Hopper Technical Annex"},{"key":"2_CR26","doi-asserted-by":"crossref","unstructured":"Rowe, N.C.: Deception in defense of computer systems from cyber attack. In: Cyber Warfare and Cyber Terrorism. IGI Global (2007)","DOI":"10.4018\/978-1-59140-991-5.ch013"},{"key":"2_CR27","unstructured":"Schlenker, A., et al.: Deceiving cyber adversaries: a game theoretic approach. In: AAMAS (2018)"},{"key":"2_CR28","doi-asserted-by":"publisher","first-page":"195","DOI":"10.1145\/2637364.2591972","volume":"42","author":"Z Shamsi","year":"2014","unstructured":"Shamsi, Z., Nandwani, A., Leonard, D., Loguinov, D.: Hershel: single-packet OS fingerprinting. ACM SIGMETRICS Perform. Eval. Rev. 42, 195\u2013206 (2014)","journal-title":"ACM SIGMETRICS Perform. Eval. Rev."},{"key":"2_CR29","unstructured":"Sinha, A., Kar, D., Tambe, M.: Learning adversary behavior in security games: A pac model perspective. In: AAMAS (2016)"},{"key":"2_CR30","doi-asserted-by":"publisher","first-page":"15","DOI":"10.1109\/MSECP.2003.1193207","volume":"1","author":"L Spitzner","year":"2003","unstructured":"Spitzner, L.: The honeynet project: trapping the hackers. IEEE Secur. Priv. 1, 15\u201323 (2003)","journal-title":"IEEE Secur. Priv."},{"key":"2_CR31","doi-asserted-by":"publisher","DOI":"10.1007\/978-94-009-0035-6","volume-title":"Fractional Programming: Theory, Methods and Applications","author":"IM Stancu-Minasian","year":"2012","unstructured":"Stancu-Minasian, I.M.: Fractional Programming: Theory, Methods and Applications, vol. 409. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-94-009-0035-6"},{"key":"2_CR32","doi-asserted-by":"crossref","unstructured":"Wang, W., Zeng, B.: A two-stage deception game for network defense. In: GameSec (2018)","DOI":"10.1007\/978-3-030-01554-1_33"},{"key":"2_CR33","unstructured":"Yang, R., Ford, B., Tambe, M., Lemieux, A.: Adaptive resource allocation for wildlife protection against illegal poachers. In: AAMAS (2014)"},{"key":"2_CR34","unstructured":"Yang, R., Ordonez, F., Tambe, M.: Computing optimal strategy against quantal response in security games. In: AAMAS (2012)"},{"key":"2_CR35","unstructured":"Yin, Y., An, B., Vorobeychik, Y., Zhuang, J.: Optimal deceptive strategies in security games: a preliminary study. In: AAAI Symposium on Applied Computational Game Theory (2014)"}],"container-title":["Lecture Notes in Computer Science","Decision and Game Theory for Security"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-030-64793-3_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,12,8]],"date-time":"2022-12-08T06:31:40Z","timestamp":1670481100000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-030-64793-3_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020]]},"ISBN":["9783030647926","9783030647933"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-030-64793-3_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2020]]},"assertion":[{"value":"22 December 2020","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"GameSec","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Decision and Game Theory for Security","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"College Park, MD","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"USA","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2020","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 October 2020","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 October 2020","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"11","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"gamesec2020","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/www.gamesec-conf.org\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Single-blind","order":1,"name":"type","label":"Type","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Easychair","order":2,"name":"conference_management_system","label":"Conference Management System","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"29","order":3,"name":"number_of_submissions_sent_for_review","label":"Number of Submissions Sent for Review","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"21","order":4,"name":"number_of_full_papers_accepted","label":"Number of Full Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"2","order":5,"name":"number_of_short_papers_accepted","label":"Number of Short Papers Accepted","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"72% - The value is computed by the equation \"Number of Full Papers Accepted \/ Number of Submissions Sent for Review * 100\" and then rounded to a whole number.","order":6,"name":"acceptance_rate_of_full_papers","label":"Acceptance Rate of Full Papers","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":7,"name":"average_number_of_reviews_per_paper","label":"Average Number of Reviews per Paper","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"3","order":8,"name":"average_number_of_papers_per_reviewer","label":"Average Number of Papers per Reviewer","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"Yes","order":9,"name":"external_reviewers_involved","label":"External Reviewers Involved","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}},{"value":"He conference was held virtueally due to COVID-19 pandemic.","order":10,"name":"additional_info_on_review_process","label":"Additional Info on Review Process","group":{"name":"ConfEventPeerReviewInformation","label":"Peer Review Information (provided by the conference organizers)"}}]}}