Refine
Author
- Ernst, Stefan (80)
- Breyer-Mayländer, Thomas (45)
- Lankau, Ralf (33)
- Otte, Andreas (30)
- Drechsler, Dirk (23)
- Weuster, Arnulf (22)
- Sikora, Axel (19)
- Keuper, Janis (17)
- Klasen, Andreas (16)
- Spangenberg, Bernd (16)
- Bollin, Elmar (15)
- Baumgärtler, Thomas (13)
- Graumann, Matthias (11)
- Jansen, Dirk (8)
- Popović, Tobias (8)
- Werner, Hans-Ulrich (8)
- Bantleon, Ulrich (7)
- Ismer, Bruno (7)
- Ritter, Beate (7)
- Wilke, Andreas (7)
- Durall Lopez, Ricard (6)
- Huber, Klaus (6)
- Keuper, Margret (6)
- Pfafferott, Jens (6)
- Schmidt, Claudia (6)
- Sänger, Volker (6)
- Zerres, Christopher (6)
- Livotov, Pavel (5)
- Meyer, Uwe (5)
- Pfreundt, Franz-Josef (5)
- Sandhaas, Anna (5)
- Schmelas, Martin (5)
- Sikorski, Evgenia (5)
- Willwacher, Steffen (5)
- Wink, Konrad (5)
- Bessler, Wolfgang G. (4)
- Burkhardt, Achim (4)
- Curticapean, Dan (4)
- Decker, Eva (4)
- Fetzner, Daniel (4)
- Friedel, Andreas (4)
- Köbler, Jürgen (4)
- Mai, Patrick (4)
- Mayer, Andreas (4)
- Reindl, Leonhard Michael (4)
- Zahoransky, Richard A. (4)
- Beck, Andreas (3)
- Bhattacharyya, Mayukh (3)
- Bärtl, Mathias (3)
- Christ, Andreas (3)
- Dahlmann, Horst (3)
- Daryusi, Ali (3)
- Dornberg, Martin (3)
- Fischer, Tobias (3)
- Gavrikov, Paul (3)
- Grabinski, Julia (3)
- Grünwald, Waldemar (3)
- Haber, Tobias (3)
- Hagen, Tobias (3)
- Hartmann, Niklas (3)
- Junk, Stefan (3)
- Kalz, Doreen E. (3)
- Korn, Oliver (3)
- Kuttruff, Ulrich (3)
- Lehnen, Marc (3)
- Meier, Barbara (3)
- Meyrueis, Patrick L. (3)
- Milz, Barbara (3)
- Nasdala, Lutz (3)
- Rettberg, Simon (3)
- Rietz, Steffen (3)
- Robbin, Johanna (3)
- Schappacher, Manuel (3)
- Seifert, Thomas (3)
- Trahasch, Stephan (3)
- Volk, Tobias (3)
- Weber, Jörg-Andreas (3)
- Zell, Christiane (3)
- von Suchodoletz, Dirk (3)
- Abuzayed, Anas (2)
- Benoit, Pascal (2)
- Bongs, Constanze (2)
- Braun, Simone (2)
- Brenner, Corinna (2)
- Brudsche, Markus Lothar (2)
- Bühler, Karl (2)
- Cardot, Philippe J.P. (2)
- Claus, Stephan (2)
- Dittrich, Ingo (2)
- Doherr, Detlev (2)
- Duri, Tobias (2)
- Felhauer, Tobias (2)
- Fey, Simon (2)
- Fischer, Daniel (2)
- Follwarczny, Dan (2)
- Geyl, Wolfgang (2)
- Gorbey, Stefan (2)
- Grundei, Jens (2)
- Habann, Frank (2)
- Hamill, Joseph (2)
- Heinke, Matthias (2)
- Hesslinger, Siegmar (2)
- Ho, Kalun (2)
- Honigberger, Wolfgang (2)
- Hoppe, Harald (2)
- Horn, Christoph (2)
- Härtig, Johannes (2)
- Islam, Md Aminul (2)
- Jagoda, Martha (2)
- Javahiraly, Nicolas (2)
- Kachel, Gerhard (2)
- Kassab, James R. (2)
- Kauffmann, Sabine (2)
- Kleister, Gennadie (2)
- Kovalev, Alexander (2)
- Krummaker, Simone (2)
- Kuhn, Michael (2)
- Kurz, Markus (2)
- Lemmer, Björn (2)
- Lämmle, Manuel (2)
- Matt, Rebecca (2)
- Mehner-Heindl, Katharina (2)
- Melichercik, Juraj (2)
- Metz, Jakob (2)
- Moschberger, Udo (2)
- Mundus, Peter (2)
- Münchenberg, Jan (2)
- Ortega Clavero, Valentin (2)
- Riempp, Roland (2)
- Rohbock, Ute (2)
- Rohbogner, Gregor (2)
- Rotter, Kirsten-Maria (2)
- Ruile, Werner (2)
- Scheck, Eva (2)
- Schedler, Kuno (2)
- Schmidt, Christoph (2)
- Schröder, Werner (2)
- Schöbel, Hanns-Peter (2)
- Schüssele, Lothar (2)
- Shuvo, Shabbir Ahmed (2)
- Sokolova, Elena (2)
- Stahl, Katja (2)
- Staudt, Reiner (2)
- Treffinger, Peter (2)
- Wapler, Jeannette (2)
- Weber, Andreas (2)
- Weber, Christian (2)
- Weiß, Hans-Jörg (2)
- Wendt, Thomas (2)
- Wilson, Michael (2)
- Wittstadt, Ursula (2)
- Adelhelm, Philipp (1)
- Aghassi-Hagmann, Jasmin (1)
- Agnihotri, Shashank (1)
- Ahrens, Björn (1)
- Akin, Ibrahim (1)
- Albers, Albert (1)
- Altmann-Dieses, Angelika (1)
- Armknecht, Frederik (1)
- Arriola, Aitor (1)
- Assawajaruwan, Supasuda (1)
- Bachmann, Hubert (1)
- Balboa, Luis (1)
- Bannert, Fiona (1)
- Baron, Frank (1)
- Barsch, Michael (1)
- Batsch, Christine (1)
- Battua, Serge (1)
- Baumgartl, Hermann (1)
- Baz, Imanol (1)
- Becker, Natalie (1)
- Becker, Roland (1)
- Becker, Roman (1)
- Behring, Heinrich (1)
- Bender, Rainer (1)
- Beneke, Stefan (1)
- Berbineau, Marion (1)
- Berg, Mario (1)
- Bill, Kevin (1)
- Binder, Dominik (1)
- Bleyl, Ingo (1)
- Bohlinger, Nico (1)
- Braig-Buttgereit, Sonja (1)
- Braunmiller, Judith (1)
- Brecht, Michael (1)
- Bronswijk, Astrid (1)
- Bruder, Johannes (1)
- Bund, Andreas (1)
- Bär, Roland (1)
- Bürger, Adrian (1)
- Büttner, Ricardo (1)
- Cadilha Marques, Gabriel (1)
- Cairns, Amy J. (1)
- Casner, Didier (1)
- Caymazer, Leyla (1)
- Celer, Ewa B. (1)
- Chaberek, Agnieszka (1)
- Chatterjee, Debaditya (1)
- Chatzimichailidis, Avraam (1)
- Clédat, Dominique (1)
- Cruces, Cristina (1)
- Dasgupta, Subho (1)
- De Jesús Tabora, César (1)
- Dehm, Simone (1)
- Dietrich, T. (1)
- Dix, Alan (1)
- Dizdari, Xhovalin (1)
- Dold, Martin (1)
- Domènech Monfort, Meritxell (1)
- Doncheva, Ivanka (1)
- Dorer, Klaus (1)
- Dreßler, Paul (1)
- Durrenberger, Marc (1)
- Ebner, Daniel (1)
- Echeverría, Eneko (1)
- Eddaoudi, Mohamed (1)
- Effing, Marion (1)
- Eicher, Bernhard (1)
- Eickhoff, Walter (1)
- Einloth, Henning (1)
- El-Assady, Mennatallah (1)
- Elmer, Diego (1)
- Endrikat, Anna (1)
- Erhardt-Ferron, Angelika (1)
- Eulerich, Marc (1)
- Fawaz, Nidal (1)
- Feige, Katja (1)
- Feldmann, Thomas (1)
- Fischer, Rainer (1)
- Fleig, Claus (1)
- Fliegener, Sascha (1)
- Friedrich, Horst E. (1)
- Fröhlich, Johannes (1)
- Gabriel, Ranya (1)
- Gansor, Tom (1)
- Garlapati, Suresh Kumar (1)
- George, Dicken (1)
- Gisiger, Martin (1)
- Gombert, Andreas (1)
- Gopisetty, Bala Venkata Satyanarayana (1)
- Gottlieb, Andreas (1)
- Gringoli, Francesco (1)
- Grisar, Roland (1)
- Großkinsky, Maresa (1)
- Grund, Jonas (1)
- Grübl, Daniel (1)
- Guimarães, Alberto P. (1)
- Gücker, Robert (1)
- Günther, Danny (1)
- Habelitz, Peter Michael (1)
- Hahnel, Ulf J. J. (1)
- Haiss, Ulrich (1)
- Hale, Thomas (1)
- Hartmann, Pascal (1)
- Hartz, Andrea (1)
- Hazubski, Simon (1)
- Heberle, K. (1)
- Helmling, Stephanie (1)
- Helwig, Janina (1)
- Herr, Sascha (1)
- Hess, Peter (1)
- Hildenbrand, Peter (1)
- Himmelsbach, Sascha (1)
- Hipper, Markus (1)
- Hochberg, Ulrich (1)
- Hoferer, G. (1)
- Hollander, Karsten (1)
- Hoque, Md. Mozammel (1)
- Houssin, Remy (1)
- Hucke, Anja (1)
- Humpert, Désirée (1)
- Hupfer, Peter (1)
- Häder, Dieter (1)
- Hölzenbein, Fabian (1)
- Ispas, Adriana (1)
- Israel, Kai (1)
- Janek, Jürgen (1)
- Janßen, Derk (1)
- Jatzlau, Bernd (1)
- Jehle, Margarete (1)
- Jennekens, Isabelle (1)
- Joseph, Jürgen (1)
- Jost, Thomas (1)
- Jäger, Philipp M. (1)
- Kamlah, Marc (1)
- Kandzia, Paul-Thomas (1)
- Kaupp, M. (1)
- Kehret, Oliver (1)
- Keim, Daniel A. (1)
- Kelemen, Simon (1)
- Kelly, Luke (1)
- Kempe, Andreas (1)
- Kempf, Jürgen (1)
- Kempf, Markus (1)
- Kesselring, Peter (1)
- Ketterer, Jürgen (1)
- Kiefer, Michael (1)
- Kim, Hanhee (1)
- Klein, Jonas (1)
- Klerch, Benjamin (1)
- Klingenberger, Uta-Maria (1)
- Klingenschmidt, Karl-Heinz (1)
- Knittel, Dominique (1)
- Knoll, Matthias (1)
- Koenigsdorff, Roland (1)
- Koschig, Robert (1)
- Kraft, C. (1)
- Krawatzeck, Robert (1)
- Kray, Daniel (1)
- Kreß, Jürgen (1)
- Kuen, Christian (1)
- Köhler, Annette (1)
- Köhler, Bernd (1)
- Köhler, Robert (1)
- Kühnert, Helmut (1)
- Kühnert, Steffen (1)
- Künzel, Larissa (1)
- Küttenbaum, Holger (1)
- Labus, Peter (1)
- Laile, Edgar (1)
- Lambertz, Klaus (1)
- Lamm, Bianca (1)
- Landau, Kurt (1)
- Lange, Klara (1)
- Leimbach, Martin (1)
- Liberman-Pincu, Ela (1)
- Linckels, Serge (1)
- Litterst, Kathrin (1)
- Lohr, Markus (1)
- Lomonosov, Alexey M. (1)
- Lorenz, Peter (1)
- Lott, Jürgen (1)
- Lotz, Andreas (1)
- Luebke, Ryan (1)
- Luke, Michael (1)
- Luz, Steffen (1)
- Löffel, Marc (1)
- Mackensen, Elke (1)
- Maier, Markus (1)
- Matern, Andreas (1)
- Mayer, Elena (1)
- Mayer, Erwin (1)
- Mayer, Markus (1)
- Maznev, Alexei A. (1)
- Meinel, Christoph (1)
- Merazzi, Jonas (1)
- Merschroth, Christian (1)
- Mesitschek, Daniel (1)
- Metzger, Mario (1)
- Metzner, Martin (1)
- Meßmer, Jonas (1)
- Miara, Marek (1)
- Minin, Peter (1)
- Molle, Harald (1)
- Monga, Mattia (1)
- Morena-Dena, J. Mario (1)
- Moreno, Juan (1)
- Mundinger, Eliam (1)
- Möller, Andreas (1)
- Möllmer, Jens (1)
- Müller, Eckhard (1)
- Müller, Felix (1)
- Müller, Matthias (1)
- Müller, Patrick (1)
- Müller, Stefanie (1)
- Nestler, Britta (1)
- Nguyen, Minh Phuong (1)
- Nguyen, Tristan (1)
- Nieradzik, Lars (1)
- Nieweg, Britta (1)
- Nirschl, Hermann (1)
- Notz, Friedrich (1)
- Nuyken, Klaus (1)
- Nuß, Uwe (1)
- Oelke, Daniela (1)
- Oeppert, Tom Jasper (1)
- Oesterlee, Reinhard (1)
- Olbrich, Andrea (1)
- Oron-Gilad, Tal (1)
- Oswald, Johanna (1)
- Ott, Hanns H. (1)
- Ottmann, Thomas (1)
- Pablo García-Nieto, Juan (1)
- Paul, Patricia (1)
- Peci, Arian (1)
- Pedell, Burkhard (1)
- Pfannstiel, Jochen (1)
- Pfletschinger, Stephan (1)
- Popovic, Tobias (1)
- Poss, Gerhard (1)
- Pupyrev, Pavel Dmitrievich (1)
- Pönisch, Christoph (1)
- Quarti, Michael (1)
- Rahusen, David (1)
- Raihan, M (1)
- Reinke, Bernd (1)
- Rejwan, Bin Sulaiman (1)
- Renaud, Jean (1)
- Rentschler, Heinz (1)
- Riedel, Lena (1)
- Riedel, Wolfgang (1)
- Ritter, Steffen (1)
- Rivera de Kieler, Isabel K. (1)
- Rißmann, Sascha (1)
- Rjelka, Marek (1)
- Robertz, Leon (1)
- Rodríguez, Carlos (1)
- Rolfes, Raimund (1)
- Romanov, Alexey M. (1)
- Rony, Mohammad Abu Tareq (1)
- Roth, Martin (1)
- Rubio Castillejo, Fernando (1)
- Rößler, Christian (1)
- Rüdebusch, Tom (1)
- Saad, Sascha (1)
- Salazar-Solano, Vidal (1)
- Sand, Stephan (1)
- Sarstedt, Philip (1)
- Sawant, Parantapa Amarsinh (1)
- Schaad, Andreas (1)
- Schepp, Moritz (1)
- Schlecht, Michael (1)
- Schlegel, Udo (1)
- Schmalz, Thomas (1)
- Schmid, Frauke (1)
- Schmid, M. (1)
- Schmid, Marco Dennis (1)
- Schneider, H. (1)
- Schneider, Lorenz (1)
- Schnekenburger, Bruno (1)
- Schröder, Niklas (1)
- Schulmeister, Rolf (1)
- Schumann, Detlef (1)
- Schwan, Stephan (1)
- Schwarz, Sybille (1)
- Schöbel, Anke (1)
- Schönberg, Ingo (1)
- Schöne, Edna (1)
- Sedlak, Manuel (1)
- Seigel, Andrea (1)
- Selman, Burcu (1)
- Selzer, Michael (1)
- Shakeri, Mehran (1)
- Siebert, Jens (1)
- Siebert, Peter (1)
- Sieburg-Rockel, Jördis (1)
- Smith, Graham (1)
- Soliman, Mohammad (1)
- Sommer, Heino (1)
- Sonderegger, Urs (1)
- Spenrath, Christof (1)
- Spier, Bernd (1)
- Spohn, Patrick (1)
- Stadler, Michael (1)
- Stehle, S. (1)
- Stephani, Henrike (1)
- Stieglitz, Thomas (1)
- Stroka, Jörg (1)
- Ströbele, C. (1)
- Strüker, Jens (1)
- Sufian, Md Abu (1)
- Sultana, Razia (1)
- Sulzmann, Martin (1)
- Summ, Patrick (1)
- Sörgel, Timo (1)
- Taentzer, Gabriele (1)
- Tahoori, Mehdi Baradaran (1)
- Tajan, Louis (1)
- Tanaka, Nanako (1)
- Tauchmann, David (1)
- Terzidis, Orestis (1)
- Thelen, Matthias (1)
- Thieme, Tobias (1)
- Thommes, Matthias (1)
- Timler, Reinhold (1)
- Tippmann, Simon (1)
- Trudeau, Matthieu B. (1)
- Ulmer, Ulrich (1)
- Unterhuber, Paul (1)
- Utku, Burkay (1)
- Uziel, Sebastian (1)
- Val, Inaki (1)
- Vauderwange, Oliver (1)
- Velten, Dirk (1)
- Venohr, Daniel (1)
- Vogt, Gisela (1)
- Volk, Franziska (1)
- Vollmers, Burkhard (1)
- Volz, Michael (1)
- Wagner, Karl (1)
- Waldmann, Lars (1)
- Walper, Daniel (1)
- Wedler, Michael (1)
- Wegert, Henry (1)
- Wehr, Stefan (1)
- Weibel, Thomas (1)
- Weidlich, Anke (1)
- Weinmann, Wolfgang (1)
- Weir, Gillian (1)
- Westhoff, Dirk (1)
- Wetzel, Thomas (1)
- Weyandt-Spangenberg, Marion (1)
- Wielage, Heinz-Hermann (1)
- Wiemken, Edo (1)
- Wiesner, Lukas (1)
- Wozniak, Peter (1)
- Wölfle, Dirk (1)
- Wüllner, Johannes (1)
- Yunitasari, Amalia (1)
- Zawalich, Kamil (1)
- Zerres, Thomas (1)
- Zimmer, Johannes (1)
- Zimmer, Michael (1)
- Zimmermann, Martin (1)
- Zozmann, Elmar (1)
- d'Arcy, Anne (1)
- van Grondelle, Elmer D. (1)
- von Puttkamer, Johannes (1)
Year of publication
Document Type
- Article (unreviewed) (566) (remove)
Is part of the Bibliography
- yes (566) (remove)
Keywords
- Schule (11)
- Bildung (8)
- Arbeitszeugnis (7)
- Export (7)
- Digitalisierung (6)
- Energieversorgung (6)
- Nachhaltigkeit (6)
- Recht (6)
- Datenschutz (5)
- Dünnschichtchromatographie (5)
Institute
- Fakultät Medien und Informationswesen (M+I) (bis 21.04.2021) (189)
- Fakultät Wirtschaft (W) (120)
- Fakultät Maschinenbau und Verfahrenstechnik (M+V) (97)
- Fakultät Elektrotechnik und Informationstechnik (E+I) (bis 03/2019) (95)
- Fakultät Medien (M) (ab 22.04.2021) (35)
- Fakultät Elektrotechnik, Medizintechnik und Informatik (EMI) (ab 04/2019) (27)
- INES - Institut für nachhaltige Energiesysteme (21)
- IMLA - Institute for Machine Learning and Analytics (16)
- IfTI - Institute for Trade and Innovation (13)
- IUAS - Institute for Unmanned Aerial Systems (4)
Open Access
- Closed Access (155)
- Open Access (131)
- Closed (71)
- Diamond (17)
- Bronze (15)
- Gold (1)
- Grün (1)
- Hybrid (1)
Assessing the robustness of deep neural networks against out-of-distribution inputs is crucial, especially in safety-critical domains like autonomous driving, but also in safety systems where malicious actors can digitally alter inputs to circumvent safety guards. However, designing effective out-of-distribution tests that encompass all possible scenarios while preserving accurate label information is a challenging task. Existing methodologies often entail a compromise between variety and constraint levels for attacks and sometimes even both. In a first step towards a more holistic robustness evaluation of image classification models, we introduce an attack method based on image solarization that is conceptually straightforward yet avoids jeopardizing the global structure of natural images independent of the intensity. Through comprehensive evaluations of multiple ImageNet models, we demonstrate the attack's capacity to degrade accuracy significantly, provided it is not integrated into the training augmentations. Interestingly, even then, no full immunity to accuracy deterioration is achieved. In other settings, the attack can often be simplified into a black-box attack with model-independent parameters. Defenses against other corruptions do not consistently extend to be effective against our specific attack.
Project website: https://github.com/paulgavrikov/adversarial_solarization