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<titleInfo><title>FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators</title></titleInfo>


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<name type="personal">
  <namePart type="given">Qazi Arbab</namePart>
  <namePart type="family">Ahmed</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">257333</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0002-1837-2254</description></name>
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  <namePart type="given">Suraj</namePart>
  <namePart type="family">Karki</namePart>
  <role><roleTerm type="text">author</roleTerm> </role></name>
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  <namePart type="given">Thorsten</namePart>
  <namePart type="family">Jungeblut</namePart>
  <role><roleTerm type="text">author</roleTerm> </role><identifier type="local">242294</identifier><description xsi:type="identifierDefinition" type="orcid">0000-0001-7425-8766</description></name>







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  <namePart>CareTech OWL - Zentrum für Gesundheit, Soziales und Technologie</namePart>
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  <namePart>Institut für Systemdynamik und Mechatronik</namePart>
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<originInfo><publisher>arXiv</publisher><dateIssued encoding="w3cdtf">2026</dateIssued>
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<language><languageTerm authority="iso639-2b" type="code">eng</languageTerm>
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<relatedItem type="host"><identifier type="doi">10.48550/ARXIV.2609.26824</identifier>
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<ama>Ahmed QA, Karki S, Jungeblut T. FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. In: arXiv; 2026. doi:&lt;a href=&quot;https://doi.org/10.48550/ARXIV.2609.26824&quot;&gt;10.48550/ARXIV.2609.26824&lt;/a&gt;</ama>
<bibtex>@inproceedings{Ahmed_Karki_Jungeblut_2026, title={FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators}, DOI={&lt;a href=&quot;https://doi.org/10.48550/ARXIV.2609.26824&quot;&gt;10.48550/ARXIV.2609.26824&lt;/a&gt;}, publisher={arXiv}, author={Ahmed, Qazi Arbab and Karki, Suraj and Jungeblut, Thorsten}, year={2026} }</bibtex>
<short>Q.A. Ahmed, S. Karki, T. Jungeblut, in: arXiv, 2026.</short>
<ieee>Q. A. Ahmed, S. Karki, and T. Jungeblut, “FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators,” 2026.</ieee>
<mla>Ahmed, Qazi Arbab, et al. &lt;i&gt;FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators&lt;/i&gt;. arXiv, 2026, doi:&lt;a href=&quot;https://doi.org/10.48550/ARXIV.2609.26824&quot;&gt;10.48550/ARXIV.2609.26824&lt;/a&gt;.</mla>
<alphadin>&lt;span style=&quot;font-variant:small-caps;&quot;&gt;Ahmed, Qazi Arbab&lt;/span&gt; ; &lt;span style=&quot;font-variant:small-caps;&quot;&gt;Karki, Suraj&lt;/span&gt; ; &lt;span style=&quot;font-variant:small-caps;&quot;&gt;Jungeblut, Thorsten&lt;/span&gt;: FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. In:  : arXiv, 2026</alphadin>
<chicago>Ahmed, Qazi Arbab, Suraj Karki, and Thorsten Jungeblut. “FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators.” arXiv, 2026. &lt;a href=&quot;https://doi.org/10.48550/ARXIV.2609.26824&quot;&gt;https://doi.org/10.48550/ARXIV.2609.26824&lt;/a&gt;.</chicago>
<apa>Ahmed, Q. A., Karki, S., &amp;#38; Jungeblut, T. (2026). FINN-Tro: Exploiting Verification Gaps in Dataflow Inference Accelerators. arXiv. &lt;a href=&quot;https://doi.org/10.48550/ARXIV.2609.26824&quot;&gt;https://doi.org/10.48550/ARXIV.2609.26824&lt;/a&gt;</apa>
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