[{"project":[{"_id":"1","name":"SFB 901"},{"name":"SFB 901 - Project Area B","_id":"3"},{"name":"SFB 901 - Subproject B4","_id":"12"}],"citation":{"short":"F. Pauck, S. Zhang, in: 2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW), 2019.","chicago":"Pauck, Felix, and Shikun Zhang. “Android App Merging for Benchmark Speed-Up and Analysis Lift-Up.” In <i>2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW)</i>, 2019. <a href=\"https://doi.org/10.1109/asew.2019.00019\">https://doi.org/10.1109/asew.2019.00019</a>.","ieee":"F. Pauck and S. Zhang, “Android App Merging for Benchmark Speed-Up and Analysis Lift-Up,” in <i>2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW)</i>, 2019.","apa":"Pauck, F., &#38; Zhang, S. (2019). Android App Merging for Benchmark Speed-Up and Analysis Lift-Up. In <i>2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW)</i>. <a href=\"https://doi.org/10.1109/asew.2019.00019\">https://doi.org/10.1109/asew.2019.00019</a>","bibtex":"@inproceedings{Pauck_Zhang_2019, title={Android App Merging for Benchmark Speed-Up and Analysis Lift-Up}, DOI={<a href=\"https://doi.org/10.1109/asew.2019.00019\">10.1109/asew.2019.00019</a>}, booktitle={2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW)}, author={Pauck, Felix and Zhang, Shikun}, year={2019} }","ama":"Pauck F, Zhang S. Android App Merging for Benchmark Speed-Up and Analysis Lift-Up. In: <i>2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW)</i>. ; 2019. doi:<a href=\"https://doi.org/10.1109/asew.2019.00019\">10.1109/asew.2019.00019</a>","mla":"Pauck, Felix, and Shikun Zhang. “Android App Merging for Benchmark Speed-Up and Analysis Lift-Up.” <i>2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW)</i>, 2019, doi:<a href=\"https://doi.org/10.1109/asew.2019.00019\">10.1109/asew.2019.00019</a>."},"file_date_updated":"2020-02-06T17:09:45Z","ddc":["004"],"user_id":"477","_id":"15838","has_accepted_license":"1","status":"public","department":[{"_id":"77"}],"keyword":["Program Analysis","Android App Analysis","Taint Analysis","App Merging","Benchmark"],"type":"conference","date_created":"2020-02-06T17:06:51Z","file":[{"relation":"main_file","date_updated":"2020-02-06T17:09:45Z","file_name":"AMT_final.pdf","file_size":644517,"access_level":"closed","file_id":"15839","content_type":"application/pdf","creator":"fpauck","date_created":"2020-02-06T17:09:45Z"}],"abstract":[{"lang":"eng","text":"In the field of software analysis a trade-off between scalability and accuracy always exists. In this respect, Android app analysis is no exception, in particular, analyzing large or many apps can be challenging. Dealing with many small apps is a typical challenge when facing micro-benchmarks such as DROIDBENCH or ICC-BENCH. These particular benchmarks are not only used for the evaluation of novel tools but also in continuous integration pipelines of existing mature tools to maintain and guarantee a certain quality-level. Considering this latter usage it becomes very important to be able to achieve benchmark results as fast as possible. Hence, benchmarks have to be optimized for this purpose. One approach to do so is app merging. We implemented the Android Merge Tool (AMT) following this approach and show that its novel aspects can be used to produce scaled up and accurate benchmarks. For such benchmarks Android app analysis tools do not suffer from the scalability-accuracy trade-off anymore. We show this throughout detailed experiments on DROIDBENCH employing three different analysis tools (AMANDROID, ICCTA, FLOWDROID). Benchmark execution times are largely reduced without losing benchmark accuracy. Moreover, we argue why AMT is an advantageous successor of the state-of-the-art app merging tool (APKCOMBINER) in analysis lift-up scenarios."}],"publication":"2019 34th IEEE/ACM International Conference on Automated Software Engineering Workshop (ASEW)","doi":"10.1109/asew.2019.00019","language":[{"iso":"eng"}],"date_updated":"2022-01-06T06:52:38Z","publication_status":"published","publication_identifier":{"isbn":["9781728141367"]},"author":[{"id":"22398","last_name":"Pauck","first_name":"Felix","full_name":"Pauck, Felix"},{"full_name":"Zhang, Shikun","first_name":"Shikun","last_name":"Zhang"}],"year":"2019","title":"Android App Merging for Benchmark Speed-Up and Analysis Lift-Up"},{"type":"conference","keyword":["Android Taint Analysis","Cooperation","Precision","Tools"],"department":[{"_id":"77"}],"file":[{"relation":"main_file","date_updated":"2019-08-20T08:47:20Z","file_name":"fse19main-id44-p-ef9ce42-41855-final.pdf","access_level":"closed","file_size":442603,"file_id":"12947","content_type":"application/pdf","creator":"fpauck","date_created":"2019-08-20T08:47:20Z"}],"date_created":"2019-06-04T11:15:25Z","abstract":[{"text":"Recent years have seen the development of numerous tools for the analysis of taint flows in Android apps. Taint analyses aim at detecting data leaks, accidentally or by purpose programmed into apps. Often, such tools specialize in the treatment of specific features impeding precise taint analysis (like reflection or inter-app communication). This multitude of tools, their specific applicability and their various combination options complicate the selection of a tool (or multiple tools) when faced with an analysis instance, even for knowledgeable users, and hence hinders the successful adoption of taint analyses.\r\n\r\nIn this work, we thus present CoDiDroid, a framework for cooperative Android app analysis. CoDiDroid (1) allows users to ask questions about flows in apps in varying degrees of detail, (2) automatically generates subtasks for answering such questions, (3) distributes tasks onto analysis tools (currently DroidRA, FlowDroid, HornDroid, IC3 and two novel tools) and (4) at the end merges tool answers on subtasks into an overall answer. Thereby, users are freed from having to learn about the use and functionality of all these tools while still being able to leverage their capabilities. Moreover, we experimentally show that cooperation among tools pays off with respect to effectiveness, precision and scalability.","lang":"eng"}],"publication":"Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering","doi":"10.1145/3338906.3338915","language":[{"iso":"eng"}],"publication_status":"published","date_updated":"2023-01-18T08:32:47Z","title":"Together Strong: Cooperative Android App Analysis","year":"2019","author":[{"id":"22398","last_name":"Pauck","first_name":"Felix","full_name":"Pauck, Felix"},{"full_name":"Wehrheim, Heike","last_name":"Wehrheim","first_name":"Heike","id":"573"}],"publication_identifier":{"isbn":["978-1-4503-5572-8"]},"project":[{"name":"SFB 901","_id":"1"},{"name":"SFB 901 - Project Area B","_id":"3"},{"_id":"12","name":"SFB 901 - Subproject B4"}],"file_date_updated":"2019-08-20T08:47:20Z","citation":{"ieee":"F. Pauck and H. Wehrheim, “Together Strong: Cooperative Android App Analysis,” in <i>Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering</i>, 2019, pp. 374–384, doi: <a href=\"https://doi.org/10.1145/3338906.3338915\">10.1145/3338906.3338915</a>.","apa":"Pauck, F., &#38; Wehrheim, H. (2019). Together Strong: Cooperative Android App Analysis. <i>Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering</i>, 374–384. <a href=\"https://doi.org/10.1145/3338906.3338915\">https://doi.org/10.1145/3338906.3338915</a>","chicago":"Pauck, Felix, and Heike Wehrheim. “Together Strong: Cooperative Android App Analysis.” In <i>Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering</i>, 374–84, 2019. <a href=\"https://doi.org/10.1145/3338906.3338915\">https://doi.org/10.1145/3338906.3338915</a>.","short":"F. Pauck, H. Wehrheim, in: Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering, 2019, pp. 374–384.","mla":"Pauck, Felix, and Heike Wehrheim. “Together Strong: Cooperative Android App Analysis.” <i>Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering</i>, 2019, pp. 374–84, doi:<a href=\"https://doi.org/10.1145/3338906.3338915\">10.1145/3338906.3338915</a>.","bibtex":"@inproceedings{Pauck_Wehrheim_2019, title={Together Strong: Cooperative Android App Analysis}, DOI={<a href=\"https://doi.org/10.1145/3338906.3338915\">10.1145/3338906.3338915</a>}, booktitle={Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering}, author={Pauck, Felix and Wehrheim, Heike}, year={2019}, pages={374–384} }","ama":"Pauck F, Wehrheim H. Together Strong: Cooperative Android App Analysis. In: <i>Proceedings of the 2019 27th ACM Joint Meeting on European Software Engineering Conference and Symposium on the Foundations of Software Engineering</i>. ; 2019:374-384. doi:<a href=\"https://doi.org/10.1145/3338906.3338915\">10.1145/3338906.3338915</a>"},"user_id":"22398","ddc":["004"],"page":"374-384","_id":"10108","has_accepted_license":"1","status":"public"}]