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IEEE; 2016. doi:<a href=\"https://doi.org/10.1109/sp.2016.33\">10.1109/sp.2016.33</a>","chicago":"Acar, Yasemin, Michael Backes, Sven Bugiel, Sascha Fahl, Patrick McDaniel, and Matthew Smith. “SoK: Lessons Learned from Android Security Research for Appified Software Platforms.” In <i>2016 IEEE Symposium on Security and Privacy (SP)</i>. IEEE, 2016. <a href=\"https://doi.org/10.1109/sp.2016.33\">https://doi.org/10.1109/sp.2016.33</a>.","ieee":"Y. Acar, M. Backes, S. Bugiel, S. Fahl, P. McDaniel, and M. Smith, “SoK: Lessons Learned from Android Security Research for Appified Software Platforms,” 2016, doi: <a href=\"https://doi.org/10.1109/sp.2016.33\">10.1109/sp.2016.33</a>."},"year":"2016"},{"page":"193–208","citation":{"ama":"Dechand S, Schürmann D, Busse K, Acar Y, Fahl S, Smith M. An Empirical Study of Textual Key-Fingerprint Representations. In: Holz T, Savage S, eds. <i>25th USENIX Security Symposium, USENIX Security 16, Austin, TX, USA, August 10-12, 2016</i>. USENIX Association; 2016:193–208.","chicago":"Dechand, Sergej, Dominik Schürmann, Karoline Busse, Yasemin Acar, Sascha Fahl, and Matthew Smith. “An Empirical Study of Textual Key-Fingerprint Representations.” In <i>25th USENIX Security Symposium, USENIX Security 16, Austin, TX, USA, August 10-12, 2016</i>, edited by Thorsten Holz and Stefan Savage, 193–208. USENIX Association, 2016.","ieee":"S. Dechand, D. Schürmann, K. Busse, Y. Acar, S. Fahl, and M. Smith, “An Empirical Study of Textual Key-Fingerprint Representations,” in <i>25th USENIX Security Symposium, USENIX Security 16, Austin, TX, USA, August 10-12, 2016</i>, 2016, pp. 193–208.","apa":"Dechand, S., Schürmann, D., Busse, K., Acar, Y., Fahl, S., &#38; Smith, M. (2016). An Empirical Study of Textual Key-Fingerprint Representations. In T. Holz &#38; S. Savage (Eds.), <i>25th USENIX Security Symposium, USENIX Security 16, Austin, TX, USA, August 10-12, 2016</i> (pp. 193–208). USENIX Association.","bibtex":"@inproceedings{Dechand_Schürmann_Busse_Acar_Fahl_Smith_2016, title={An Empirical Study of Textual Key-Fingerprint Representations}, booktitle={25th USENIX Security Symposium, USENIX Security 16, Austin, TX, USA, August 10-12, 2016}, publisher={USENIX Association}, author={Dechand, Sergej and Schürmann, Dominik and Busse, Karoline and Acar, Yasemin and Fahl, Sascha and Smith, Matthew}, editor={Holz, Thorsten and Savage, Stefan}, year={2016}, pages={193–208} }","short":"S. Dechand, D. Schürmann, K. Busse, Y. Acar, S. Fahl, M. Smith, in: T. Holz, S. Savage (Eds.), 25th USENIX Security Symposium, USENIX Security 16, Austin, TX, USA, August 10-12, 2016, USENIX Association, 2016, pp. 193–208.","mla":"Dechand, Sergej, et al. “An Empirical Study of Textual Key-Fingerprint Representations.” <i>25th USENIX Security Symposium, USENIX Security 16, Austin, TX, USA, August 10-12, 2016</i>, edited by Thorsten Holz and Stefan Savage, USENIX Association, 2016, pp. 193–208."},"year":"2016","title":"An Empirical Study of Textual Key-Fingerprint Representations","author":[{"last_name":"Dechand","full_name":"Dechand, Sergej","first_name":"Sergej"},{"first_name":"Dominik","last_name":"Schürmann","full_name":"Schürmann, Dominik"},{"first_name":"Karoline","last_name":"Busse","full_name":"Busse, Karoline"},{"first_name":"Yasemin","id":"94636","full_name":"Acar, Yasemin","last_name":"Acar"},{"last_name":"Fahl","full_name":"Fahl, Sascha","first_name":"Sascha"},{"first_name":"Matthew","last_name":"Smith","full_name":"Smith, Matthew"}],"date_created":"2023-09-22T12:40:35Z","date_updated":"2024-06-05T13:15:58Z","publisher":"USENIX Association","status":"public","editor":[{"first_name":"Thorsten","full_name":"Holz, Thorsten","last_name":"Holz"},{"last_name":"Savage","full_name":"Savage, Stefan","first_name":"Stefan"}],"publication":"25th USENIX Security Symposium, USENIX Security 16, Austin, TX, USA, August 10-12, 2016","type":"conference","language":[{"iso":"eng"}],"extern":"1","department":[{"_id":"34"},{"_id":"858"}],"user_id":"14931","_id":"47239"},{"publication":"2016 IEEE Symposium on Security and Privacy (SP)","type":"conference","status":"public","_id":"47241","department":[{"_id":"34"},{"_id":"858"}],"user_id":"14931","language":[{"iso":"eng"}],"extern":"1","publication_status":"published","year":"2016","citation":{"apa":"Acar, Y., Backes, M., Fahl, S., Kim, D., Mazurek, M. L., &#38; Stransky, C. (2016). You Get Where You’re Looking for: The Impact of Information Sources on Code Security. <i>2016 IEEE Symposium on Security and Privacy (SP)</i>. <a href=\"https://doi.org/10.1109/sp.2016.25\">https://doi.org/10.1109/sp.2016.25</a>","bibtex":"@inproceedings{Acar_Backes_Fahl_Kim_Mazurek_Stransky_2016, title={You Get Where You’re Looking for: The Impact of Information Sources on Code Security}, DOI={<a href=\"https://doi.org/10.1109/sp.2016.25\">10.1109/sp.2016.25</a>}, booktitle={2016 IEEE Symposium on Security and Privacy (SP)}, publisher={IEEE}, author={Acar, Yasemin and Backes, Michael and Fahl, Sascha and Kim, Doowon and Mazurek, Michelle L. and Stransky, Christian}, year={2016} }","mla":"Acar, Yasemin, et al. “You Get Where You’re Looking for: The Impact of Information Sources on Code Security.” <i>2016 IEEE Symposium on Security and Privacy (SP)</i>, IEEE, 2016, doi:<a href=\"https://doi.org/10.1109/sp.2016.25\">10.1109/sp.2016.25</a>.","short":"Y. Acar, M. Backes, S. Fahl, D. Kim, M.L. Mazurek, C. Stransky, in: 2016 IEEE Symposium on Security and Privacy (SP), IEEE, 2016.","ama":"Acar Y, Backes M, Fahl S, Kim D, Mazurek ML, Stransky C. You Get Where You’re Looking for: The Impact of Information Sources on Code Security. In: <i>2016 IEEE Symposium on Security and Privacy (SP)</i>. IEEE; 2016. doi:<a href=\"https://doi.org/10.1109/sp.2016.25\">10.1109/sp.2016.25</a>","ieee":"Y. Acar, M. Backes, S. Fahl, D. Kim, M. L. Mazurek, and C. Stransky, “You Get Where You’re Looking for: The Impact of Information Sources on Code Security,” 2016, doi: <a href=\"https://doi.org/10.1109/sp.2016.25\">10.1109/sp.2016.25</a>.","chicago":"Acar, Yasemin, Michael Backes, Sascha Fahl, Doowon Kim, Michelle L. Mazurek, and Christian Stransky. “You Get Where You’re Looking for: The Impact of Information Sources on Code Security.” In <i>2016 IEEE Symposium on Security and Privacy (SP)</i>. IEEE, 2016. <a href=\"https://doi.org/10.1109/sp.2016.25\">https://doi.org/10.1109/sp.2016.25</a>."},"publisher":"IEEE","date_updated":"2024-06-05T13:15:19Z","date_created":"2023-09-22T12:42:01Z","author":[{"full_name":"Acar, Yasemin","id":"94636","last_name":"Acar","first_name":"Yasemin"},{"full_name":"Backes, Michael","last_name":"Backes","first_name":"Michael"},{"full_name":"Fahl, Sascha","last_name":"Fahl","first_name":"Sascha"},{"first_name":"Doowon","last_name":"Kim","full_name":"Kim, Doowon"},{"last_name":"Mazurek","full_name":"Mazurek, Michelle L.","first_name":"Michelle L."},{"full_name":"Stransky, Christian","last_name":"Stransky","first_name":"Christian"}],"title":"You Get Where You're Looking for: The Impact of Information Sources on Code Security","doi":"10.1109/sp.2016.25"},{"editor":[{"last_name":"Festa","full_name":"Festa, P","first_name":"P"},{"first_name":"M","last_name":"Sellmann","full_name":"Sellmann, M"},{"first_name":"J","last_name":"Vanschoren","full_name":"Vanschoren, J"}],"abstract":[{"text":"Despite the intrinsic hardness of the Traveling Salesperson Problem (TSP) heuristic solvers, e.g., LKH+restart and EAX+restart, are remarkably successful in generating satisfactory or even optimal solutions. However, the reasons for their success are not yet fully understood. Recent approaches take an analytical viewpoint and try to identify instance features, which make an instance hard or easy to solve. We contribute to this area by generating instance sets for couples of TSP algorithms A and B by maximizing/minimizing their performance difference in order to generate instances which are easier to solve for one solver and much harder to solve for the other. This instance set offers the potential to identify key features which allow to distinguish between the problem hardness classes of both algorithms.","lang":"eng"}],"status":"public","publication":"Learning and Intelligent Optimization","type":"conference","language":[{"iso":"eng"}],"_id":"46365","department":[{"_id":"34"},{"_id":"819"}],"series_title":"Lecture Notes in Computer Science","user_id":"15504","year":"2016","place":"Ischia, Italy","page":"48–59","intvolume":"     10079","citation":{"chicago":"Bossek, Jakob, and Heike Trautmann. “Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers.” In <i>Learning and Intelligent Optimization</i>, edited by P Festa, M Sellmann, and J Vanschoren, 10079:48–59. Lecture Notes in Computer Science. Ischia, Italy: Springer International Publishing, 2016. <a href=\"https://doi.org/10.1007/978-3-319-50349-3_4\">https://doi.org/10.1007/978-3-319-50349-3_4</a>.","ieee":"J. Bossek and H. Trautmann, “Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers,” in <i>Learning and Intelligent Optimization</i>, 2016, vol. 10079, pp. 48–59, doi: <a href=\"https://doi.org/10.1007/978-3-319-50349-3_4\">10.1007/978-3-319-50349-3_4</a>.","ama":"Bossek J, Trautmann H. Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers. In: Festa P, Sellmann M, Vanschoren J, eds. <i>Learning and Intelligent Optimization</i>. Vol 10079. Lecture Notes in Computer Science. Springer International Publishing; 2016:48–59. doi:<a href=\"https://doi.org/10.1007/978-3-319-50349-3_4\">10.1007/978-3-319-50349-3_4</a>","apa":"Bossek, J., &#38; Trautmann, H. (2016). Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers. In P. Festa, M. Sellmann, &#38; J. Vanschoren (Eds.), <i>Learning and Intelligent Optimization</i> (Vol. 10079, pp. 48–59). Springer International Publishing. <a href=\"https://doi.org/10.1007/978-3-319-50349-3_4\">https://doi.org/10.1007/978-3-319-50349-3_4</a>","short":"J. Bossek, H. Trautmann, in: P. Festa, M. Sellmann, J. Vanschoren (Eds.), Learning and Intelligent Optimization, Springer International Publishing, Ischia, Italy, 2016, pp. 48–59.","bibtex":"@inproceedings{Bossek_Trautmann_2016, place={Ischia, Italy}, series={Lecture Notes in Computer Science}, title={Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers}, volume={10079}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-50349-3_4\">10.1007/978-3-319-50349-3_4</a>}, booktitle={Learning and Intelligent Optimization}, publisher={Springer International Publishing}, author={Bossek, Jakob and Trautmann, Heike}, editor={Festa, P and Sellmann, M and Vanschoren, J}, year={2016}, pages={48–59}, collection={Lecture Notes in Computer Science} }","mla":"Bossek, Jakob, and Heike Trautmann. “Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers.” <i>Learning and Intelligent Optimization</i>, edited by P Festa et al., vol. 10079, Springer International Publishing, 2016, pp. 48–59, doi:<a href=\"https://doi.org/10.1007/978-3-319-50349-3_4\">10.1007/978-3-319-50349-3_4</a>."},"publication_identifier":{"isbn":["978-3-319-50348-6"]},"title":"Evolving Instances for Maximizing Performance Differences of State-of-The-Art Inexact TSP Solvers","doi":"10.1007/978-3-319-50349-3_4","publisher":"Springer International Publishing","date_updated":"2024-06-10T11:58:25Z","volume":10079,"date_created":"2023-08-04T15:10:58Z","author":[{"first_name":"Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668","full_name":"Bossek, Jakob","id":"102979"},{"first_name":"Heike","last_name":"Trautmann","orcid":"0000-0002-9788-8282","id":"100740","full_name":"Trautmann, Heike"}]},{"date_created":"2023-08-04T15:11:47Z","publisher":"Springer","title":"Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference","year":"2016","language":[{"iso":"eng"}],"publication":"AI*IA 2016 Advances in Artificial Intelligence","abstract":[{"lang":"eng","text":"State of the Art inexact solvers of the NP-hard Traveling Salesperson Problem (TSP) are known to mostly yield high-quality solutions in reasonable computation times. With the purpose of understanding different levels of instance difficulties, instances for the current State of the Art heuristic TSP solvers LKH+restart and EAX+restart are presented which are evolved using a sophisticated evolutionary algorithm. More specifically, the performance differences of the respective solvers are maximized resulting in instances which are easier to solve for one solver and much more difficult for the other. Focusing on both optimization directions, instance features are identified which characterize both types of instances and increase the understanding of solver performance differences."}],"author":[{"first_name":"Jakob","id":"102979","full_name":"Bossek, Jakob","last_name":"Bossek","orcid":"0000-0002-4121-4668"},{"id":"100740","full_name":"Trautmann, Heike","orcid":"0000-0002-9788-8282","last_name":"Trautmann","first_name":"Heike"}],"volume":10037,"date_updated":"2024-06-10T11:58:12Z","doi":"10.1007/978-3-319-49130-1_1","publication_identifier":{"isbn":["978-3-319-49129-5"]},"citation":{"bibtex":"@inproceedings{Bossek_Trautmann_2016, place={Cham}, series={Lecture Notes in Computer Science}, title={Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference}, volume={10037}, DOI={<a href=\"https://doi.org/10.1007/978-3-319-49130-1_1\">10.1007/978-3-319-49130-1_1</a>}, booktitle={AI*IA 2016 Advances in Artificial Intelligence}, publisher={Springer}, author={Bossek, Jakob and Trautmann, Heike}, editor={Adorni, G and Cagnoni, S and Gori, M and Maratea, M}, year={2016}, pages={3–12}, collection={Lecture Notes in Computer Science} }","short":"J. Bossek, H. Trautmann, in: G. Adorni, S. Cagnoni, M. Gori, M. Maratea (Eds.), AI*IA 2016 Advances in Artificial Intelligence, Springer, Cham, 2016, pp. 3–12.","mla":"Bossek, Jakob, and Heike Trautmann. “Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference.” <i>AI*IA 2016 Advances in Artificial Intelligence</i>, edited by G Adorni et al., vol. 10037, Springer, 2016, pp. 3–12, doi:<a href=\"https://doi.org/10.1007/978-3-319-49130-1_1\">10.1007/978-3-319-49130-1_1</a>.","apa":"Bossek, J., &#38; Trautmann, H. (2016). Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference. In G. Adorni, S. Cagnoni, M. Gori, &#38; M. Maratea (Eds.), <i>AI*IA 2016 Advances in Artificial Intelligence</i> (Vol. 10037, pp. 3–12). Springer. <a href=\"https://doi.org/10.1007/978-3-319-49130-1_1\">https://doi.org/10.1007/978-3-319-49130-1_1</a>","chicago":"Bossek, Jakob, and Heike Trautmann. “Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference.” In <i>AI*IA 2016 Advances in Artificial Intelligence</i>, edited by G Adorni, S Cagnoni, M Gori, and M Maratea, 10037:3–12. Lecture Notes in Computer Science. Cham: Springer, 2016. <a href=\"https://doi.org/10.1007/978-3-319-49130-1_1\">https://doi.org/10.1007/978-3-319-49130-1_1</a>.","ieee":"J. Bossek and H. Trautmann, “Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference,” in <i>AI*IA 2016 Advances in Artificial Intelligence</i>, 2016, vol. 10037, pp. 3–12, doi: <a href=\"https://doi.org/10.1007/978-3-319-49130-1_1\">10.1007/978-3-319-49130-1_1</a>.","ama":"Bossek J, Trautmann H. Understanding Characteristics of Evolved Instances for State-of-the-Art Inexact TSP Solvers with Maximum Performance Difference. In: Adorni G, Cagnoni S, Gori M, Maratea M, eds. <i>AI*IA 2016 Advances in Artificial Intelligence</i>. Vol 10037. Lecture Notes in Computer Science. Springer; 2016:3–12. doi:<a href=\"https://doi.org/10.1007/978-3-319-49130-1_1\">10.1007/978-3-319-49130-1_1</a>"},"intvolume":"     10037","page":"3–12","place":"Cham","series_title":"Lecture Notes in Computer Science","user_id":"15504","department":[{"_id":"34"},{"_id":"819"}],"_id":"46366","type":"conference","status":"public","editor":[{"first_name":"G","last_name":"Adorni","full_name":"Adorni, G"},{"first_name":"S","last_name":"Cagnoni","full_name":"Cagnoni, S"},{"last_name":"Gori","full_name":"Gori, M","first_name":"M"},{"full_name":"Maratea, M","last_name":"Maratea","first_name":"M"}]},{"_id":"18911","publication_date":"2016-08-06","department":[{"_id":"520"}],"user_id":"391","article_number":"MR3587596","language":[{"iso":"eng"}],"publication":"Mathematical Reviews, MR3587596","type":"review","status":"public","date_updated":"2024-06-16T09:55:28Z","date_created":"2020-09-03T07:53:08Z","author":[{"full_name":"Peckhaus, Volker","id":"391","last_name":"Peckhaus","first_name":"Volker"}],"title":"Bringsjord, Selmar und Govindarajulu, Naveen Sundar, “Leibniz’s Art of Infallibility, Watson, and the Philosophy, Theory, and Future of AI”, in: V.C. Müller (Hg.), Fundamental Issues of Artificial Intelligence, Springer: Cham 2016 (Synthese Library; 376), 183–200","main_file_link":[{"url":"https://mathscinet.ams.org/mathscinet/article?mr=3587596"}],"year":"2016","citation":{"ieee":"V. Peckhaus, “Bringsjord, Selmar und Govindarajulu, Naveen Sundar, ‘Leibniz’s Art of Infallibility, Watson, and the Philosophy, Theory, and Future of AI’, in: V.C. Müller (Hg.), Fundamental Issues of Artificial Intelligence, Springer: Cham 2016 (Synthese Library; 376), 183–200,” <i>Mathematical Reviews, MR3587596</i>. 2016.","chicago":"Peckhaus, Volker. “Bringsjord, Selmar Und Govindarajulu, Naveen Sundar, ‘Leibniz’s Art of Infallibility, Watson, and the Philosophy, Theory, and Future of AI’, in: V.C. Müller (Hg.), Fundamental Issues of Artificial Intelligence, Springer: Cham 2016 (Synthese Library; 376), 183–200.” <i>Mathematical Reviews, MR3587596</i>, 2016.","ama":"Peckhaus V. Bringsjord, Selmar und Govindarajulu, Naveen Sundar, “Leibniz’s Art of Infallibility, Watson, and the Philosophy, Theory, and Future of AI”, in: V.C. Müller (Hg.), Fundamental Issues of Artificial Intelligence, Springer: Cham 2016 (Synthese Library; 376), 183–200. <i>Mathematical Reviews, MR3587596</i>. Published online 2016.","apa":"Peckhaus, V. (2016). Bringsjord, Selmar und Govindarajulu, Naveen Sundar, “Leibniz’s Art of Infallibility, Watson, and the Philosophy, Theory, and Future of AI”, in: V.C. Müller (Hg.), Fundamental Issues of Artificial Intelligence, Springer: Cham 2016 (Synthese Library; 376), 183–200. In <i>Mathematical Reviews, MR3587596</i> (No. MR3587596).","short":"V. Peckhaus, Mathematical Reviews, MR3587596 (2016).","mla":"Peckhaus, Volker. “Bringsjord, Selmar Und Govindarajulu, Naveen Sundar, ‘Leibniz’s Art of Infallibility, Watson, and the Philosophy, Theory, and Future of AI’, in: V.C. Müller (Hg.), Fundamental Issues of Artificial Intelligence, Springer: Cham 2016 (Synthese Library; 376), 183–200.” <i>Mathematical Reviews, MR3587596</i>, MR3587596, 2016.","bibtex":"@article{Peckhaus_2016, title={Bringsjord, Selmar und Govindarajulu, Naveen Sundar, “Leibniz’s Art of Infallibility, Watson, and the Philosophy, Theory, and Future of AI”, in: V.C. Müller (Hg.), Fundamental Issues of Artificial Intelligence, Springer: Cham 2016 (Synthese Library; 376), 183–200}, number={MR3587596}, journal={Mathematical Reviews, MR3587596}, author={Peckhaus, Volker}, year={2016} }"}}]