@software_ses

Software Engineering and Security Group at Umeå University, Sweden.

Sweden
Joined April 2023
Our paper "Loom: A Balanced String-Based Transformer for Android Malware Detection" will be presented at the 28th International Conference on Information and Communications Security (ICICS 2026) in October!
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... on the selected tokens. Evaluated on a cleaned public benchmark (PublicAMD) and a new AndroZoo-derived dataset (AndroAMD), Loom reaches F1 =0.97 on both, outperforming all string-, image-, graph-, and transformer-based baselines.
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also remains robust under obfuscation (F1 above 0.90 for 7/8 Obfuscapk operators where baselines drop sharply) and temporal concept drift (F1 of 0.99 on 2022 and 0.95 on 2023 apps).
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I am very happy to receive Nordea's Scientific Prize 2026! It is the result of many research and teaching collaborations, and especially of the hard-working group members I have the pleasure of working with. Many thanks to all of you and have a great summer ;-) !
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On Tuesday, I gave a keynote at BSides Ume on "Software Supply Chain Attacks" where I presented two examples of what could go wrong in the software supply chain.
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[1] Ken Thompson, "Reflections on trusting trust." Communications of the ACM 27.8 (1984): 761-763.
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Last week, I was invited to give a talk on software security at the Juristkonferens 2026, a yearly event aimed at gathering legal professionals working at universities in Sweden.
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Another interesting aspect that was mentioned is the homogeneity of software used at universities such as software handling emails. If a vulnerability (technical or legal) is found and exploited it could expose data for all institutions relying on this software.
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Thank you to Chatarina Larson for organizing this event!
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