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	<title>Cybersecurity and Trust Archives - CREST</title>
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	<title>Cybersecurity and Trust Archives - CREST</title>
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	<item>
		<title>Deshmukh, J.V., Sankaranarayanan, S., “Formal Techniques for Verification and Testing of Cyber-Physical Systems,”</title>
		<link>https://crest.usc.edu/research/deshmukh-j-v-sankaranarayanan-s-formal-techniques-for-verification-and-testing-of-cyber-physical-systems/</link>
					<comments>https://crest.usc.edu/research/deshmukh-j-v-sankaranarayanan-s-formal-techniques-for-verification-and-testing-of-cyber-physical-systems/#respond</comments>
		
		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Wed, 20 Sep 2023 17:28:31 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3938</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/deshmukh-j-v-sankaranarayanan-s-formal-techniques-for-verification-and-testing-of-cyber-physical-systems/">Deshmukh, J.V., Sankaranarayanan, S., “Formal Techniques for Verification and Testing of Cyber-Physical Systems,”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/deshmukh-j-v-sankaranarayanan-s-formal-techniques-for-verification-and-testing-of-cyber-physical-systems/">Deshmukh, J.V., Sankaranarayanan, S., “Formal Techniques for Verification and Testing of Cyber-Physical Systems,”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
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			</item>
		<item>
		<title>Cheng, M., Yin, C., Zhang, J., Nazarian, S., Deshmukh, J., Bogdan, P., “A General Trust Framework for Multi-Agent Systems,” University of Southern California.</title>
		<link>https://crest.usc.edu/research/cheng-m-yin-c-zhang-j-nazarian-s-deshmukh-j-bogdan-p-a-general-trust-framework-for-multi-agent-systems-university-of-southern-california/</link>
					<comments>https://crest.usc.edu/research/cheng-m-yin-c-zhang-j-nazarian-s-deshmukh-j-bogdan-p-a-general-trust-framework-for-multi-agent-systems-university-of-southern-california/#respond</comments>
		
		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Wed, 20 Sep 2023 17:26:27 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3934</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/cheng-m-yin-c-zhang-j-nazarian-s-deshmukh-j-bogdan-p-a-general-trust-framework-for-multi-agent-systems-university-of-southern-california/">Cheng, M., Yin, C., Zhang, J., Nazarian, S., Deshmukh, J., Bogdan, P., “A General Trust Framework for Multi-Agent Systems,” University of Southern California.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/cheng-m-yin-c-zhang-j-nazarian-s-deshmukh-j-bogdan-p-a-general-trust-framework-for-multi-agent-systems-university-of-southern-california/">Cheng, M., Yin, C., Zhang, J., Nazarian, S., Deshmukh, J., Bogdan, P., “A General Trust Framework for Multi-Agent Systems,” University of Southern California.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></content:encoded>
					
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			</item>
		<item>
		<title>Wu, M., Wang, J., Deshmukh, J., Wang, C., “Shield Synthesis for Real: Enforcing Safety in Cyber-Physical Systems,”</title>
		<link>https://crest.usc.edu/research/wu-m-wang-j-deshmukh-j-wang-c-shield-synthesis-for-real-enforcing-safety-in-cyber-physical-systems/</link>
					<comments>https://crest.usc.edu/research/wu-m-wang-j-deshmukh-j-wang-c-shield-synthesis-for-real-enforcing-safety-in-cyber-physical-systems/#respond</comments>
		
		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Wed, 20 Sep 2023 17:23:17 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3929</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/wu-m-wang-j-deshmukh-j-wang-c-shield-synthesis-for-real-enforcing-safety-in-cyber-physical-systems/">Wu, M., Wang, J., Deshmukh, J., Wang, C., “Shield Synthesis for Real: Enforcing Safety in Cyber-Physical Systems,”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/wu-m-wang-j-deshmukh-j-wang-c-shield-synthesis-for-real-enforcing-safety-in-cyber-physical-systems/">Wu, M., Wang, J., Deshmukh, J., Wang, C., “Shield Synthesis for Real: Enforcing Safety in Cyber-Physical Systems,”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></content:encoded>
					
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			</item>
		<item>
		<title>Abbas, H., Hoxha, B., Fainekos, G., Deshmukh, J.V., Kapinski, J., Ueda, K., “Conformance Testing as Falsification for Cyber-Physical Systems.”</title>
		<link>https://crest.usc.edu/research/abbas-h-hoxha-b-fainekos-g-deshmukh-j-v-kapinski-j-ueda-k-conformance-testing-as-falsification-for-cyber-physical-systems/</link>
					<comments>https://crest.usc.edu/research/abbas-h-hoxha-b-fainekos-g-deshmukh-j-v-kapinski-j-ueda-k-conformance-testing-as-falsification-for-cyber-physical-systems/#respond</comments>
		
		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Wed, 20 Sep 2023 17:20:08 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3926</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/abbas-h-hoxha-b-fainekos-g-deshmukh-j-v-kapinski-j-ueda-k-conformance-testing-as-falsification-for-cyber-physical-systems/">Abbas, H., Hoxha, B., Fainekos, G., Deshmukh, J.V., Kapinski, J., Ueda, K., “Conformance Testing as Falsification for Cyber-Physical Systems.”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/abbas-h-hoxha-b-fainekos-g-deshmukh-j-v-kapinski-j-ueda-k-conformance-testing-as-falsification-for-cyber-physical-systems/">Abbas, H., Hoxha, B., Fainekos, G., Deshmukh, J.V., Kapinski, J., Ueda, K., “Conformance Testing as Falsification for Cyber-Physical Systems.”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></content:encoded>
					
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			</item>
		<item>
		<title>Deshmukh, J., Horvat, M., Jin, X., Majumdar, R., Prabhu, V.S., “Testing Cyber-Physical Systems through Bayesian Optimization.”</title>
		<link>https://crest.usc.edu/research/deshmukh-j-horvat-m-jin-x-majumdar-r-prabhu-v-s-testing-cyber-physical-systems-through-bayesian-optimization/</link>
					<comments>https://crest.usc.edu/research/deshmukh-j-horvat-m-jin-x-majumdar-r-prabhu-v-s-testing-cyber-physical-systems-through-bayesian-optimization/#respond</comments>
		
		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Wed, 20 Sep 2023 17:18:50 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3923</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/deshmukh-j-horvat-m-jin-x-majumdar-r-prabhu-v-s-testing-cyber-physical-systems-through-bayesian-optimization/">Deshmukh, J., Horvat, M., Jin, X., Majumdar, R., Prabhu, V.S., “Testing Cyber-Physical Systems through Bayesian Optimization.”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/deshmukh-j-horvat-m-jin-x-majumdar-r-prabhu-v-s-testing-cyber-physical-systems-through-bayesian-optimization/">Deshmukh, J., Horvat, M., Jin, X., Majumdar, R., Prabhu, V.S., “Testing Cyber-Physical Systems through Bayesian Optimization.”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
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			</item>
		<item>
		<title>Tuncali, C.E., Kapinski, J., Ito, H., Deshmukh, J.V., “Reasoning about safety of learning-enabled components in autonomous cyber-physical systems.”</title>
		<link>https://crest.usc.edu/research/tuncali-c-e-kapinski-j-ito-h-deshmukh-j-v-reasoning-about-safety-of-learning-enabled-components-in-autonomous-cyber-physical-systems/</link>
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		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Wed, 20 Sep 2023 17:17:51 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3920</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/tuncali-c-e-kapinski-j-ito-h-deshmukh-j-v-reasoning-about-safety-of-learning-enabled-components-in-autonomous-cyber-physical-systems/">Tuncali, C.E., Kapinski, J., Ito, H., Deshmukh, J.V., “Reasoning about safety of learning-enabled components in autonomous cyber-physical systems.”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/tuncali-c-e-kapinski-j-ito-h-deshmukh-j-v-reasoning-about-safety-of-learning-enabled-components-in-autonomous-cyber-physical-systems/">Tuncali, C.E., Kapinski, J., Ito, H., Deshmukh, J.V., “Reasoning about safety of learning-enabled components in autonomous cyber-physical systems.”</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
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			</item>
		<item>
		<title>Wu, Y., AbdAlmageed, W., Natarajan, P., &#8220;ManTra-Net: A Manipulation Tracing Network for Detecting and Localizing Image Forgeries with Anomalous Features,&#8221; USC Information Sciences Institute, Marina del Rey, CA, USA; Amazon, Manhattan Beach, CA, USA.</title>
		<link>https://crest.usc.edu/research/mantra-net-manipulation-tracing-network-for-detection-and-localization-of-image-forgeries-with-anomalous-features/</link>
					<comments>https://crest.usc.edu/research/mantra-net-manipulation-tracing-network-for-detection-and-localization-of-image-forgeries-with-anomalous-features/#respond</comments>
		
		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Mon, 11 Sep 2023 21:16:04 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3733</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/mantra-net-manipulation-tracing-network-for-detection-and-localization-of-image-forgeries-with-anomalous-features/">Wu, Y., AbdAlmageed, W., Natarajan, P., &#8220;ManTra-Net: A Manipulation Tracing Network for Detecting and Localizing Image Forgeries with Anomalous Features,&#8221; USC Information Sciences Institute, Marina del Rey, CA, USA; Amazon, Manhattan Beach, CA, USA.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/mantra-net-manipulation-tracing-network-for-detection-and-localization-of-image-forgeries-with-anomalous-features/">Wu, Y., AbdAlmageed, W., Natarajan, P., &#8220;ManTra-Net: A Manipulation Tracing Network for Detecting and Localizing Image Forgeries with Anomalous Features,&#8221; USC Information Sciences Institute, Marina del Rey, CA, USA; Amazon, Manhattan Beach, CA, USA.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
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			</item>
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		<title>Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization,&#8221; Proceedings of the European Conference on Computer Vision (ECCV), 2018, pp. 168-184.</title>
		<link>https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-busternet-detecting-copy-move-image-forgery-with-source-target-localization-proceedings-of-the-european-conference-on-computer-vision-eccv-2018-pp-1/</link>
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		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Mon, 11 Sep 2023 21:15:46 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3807</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-busternet-detecting-copy-move-image-forgery-with-source-target-localization-proceedings-of-the-european-conference-on-computer-vision-eccv-2018-pp-1/">Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization,&#8221; Proceedings of the European Conference on Computer Vision (ECCV), 2018, pp. 168-184.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-busternet-detecting-copy-move-image-forgery-with-source-target-localization-proceedings-of-the-european-conference-on-computer-vision-eccv-2018-pp-1/">Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;BusterNet: Detecting Copy-Move Image Forgery with Source/Target Localization,&#8221; Proceedings of the European Conference on Computer Vision (ECCV), 2018, pp. 168-184.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
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			</item>
		<item>
		<title>Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network,&#8221; Information Sciences Institute, University of Southern California.</title>
		<link>https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-image-copy-move-forgery-detection-via-an-end-to-end-deep-neural-network-information-sciences-institute-university-of-southern-california/</link>
					<comments>https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-image-copy-move-forgery-detection-via-an-end-to-end-deep-neural-network-information-sciences-institute-university-of-southern-california/#respond</comments>
		
		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Mon, 11 Sep 2023 21:14:35 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3818</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-image-copy-move-forgery-detection-via-an-end-to-end-deep-neural-network-information-sciences-institute-university-of-southern-california/">Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network,&#8221; Information Sciences Institute, University of Southern California.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-image-copy-move-forgery-detection-via-an-end-to-end-deep-neural-network-information-sciences-institute-university-of-southern-california/">Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;Image Copy-Move Forgery Detection via an End-to-End Deep Neural Network,&#8221; Information Sciences Institute, University of Southern California.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
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		<item>
		<title>Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection.</title>
		<link>https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-deep-matching-and-validation-network-an-end-to-end-solution-to-constrained-image-splicing-localization-and-detection/</link>
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		<dc:creator><![CDATA[Charles Parker]]></dc:creator>
		<pubDate>Mon, 11 Sep 2023 21:10:00 +0000</pubDate>
				<guid isPermaLink="false">https://crest.usc.edu/?post_type=research&#038;p=3814</guid>

					<description><![CDATA[<p>The post <a href="https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-deep-matching-and-validation-network-an-end-to-end-solution-to-constrained-image-splicing-localization-and-detection/">Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
]]></description>
										<content:encoded><![CDATA[<p>The post <a href="https://crest.usc.edu/research/wu-y-abd-almageed-w-natarajan-p-deep-matching-and-validation-network-an-end-to-end-solution-to-constrained-image-splicing-localization-and-detection/">Wu, Y., Abd-Almageed, W., Natarajan, P., &#8220;Deep Matching and Validation Network: An End-to-End Solution to Constrained Image Splicing Localization and Detection.</a> appeared first on <a href="https://crest.usc.edu">CREST</a>.</p>
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