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G DATA Beta-Test 25.5.1.14
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<blockquote data-quote="Faybert" data-source="post: 777943" data-attributes="member: 58452"><p>About the new G Data security module:</p><p></p><p><span style="font-size: 22px"><strong>Anti-virus software with AI technology: G Data relies on DeepRay</strong></span></p><p>With DeepRay, the German AV manufacturer wants to make life much harder for cyber criminals.</p><p>By Jürgen Schmidt</p><p><a href="https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html?view=audio" target="_blank">read aloud</a><a href="https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html?view=print" target="_blank">Print</a><a href="https://www.heise.de/forum/heise-Security/News-Kommentare/Antiviren-Software-mit-KI-Technik-G-Data-setzt-auf-DeepRay/forum-414117/comment/" target="_blank">Read comments17posts</a></p><p><img src="https://heise.cloudimg.io/width/610/q75.png-lossy-75.webp-lossy-75.foil1/_www-heise-de_/imgs/18/2/5/4/5/6/0/2/DeepRay_Prozess-44c2f3a75fe0f97e.png" alt="" class="fr-fic fr-dii fr-draggable " style="" /></p><p>(Image: G Data)</p><p>The defense of malicious software is a constant hare-hedgehog race. With DeepRay, G Data wants to take on the role of the hedgehog, who is always there when the bunny arrives. To do this, the virus monitor analyzes files using AI methods, which primarily aim to detect known but disguised malware.</p><p><a href="https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html?view=zoom;zoom=1" target="_blank"></a></p><p><a href="https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html?view=zoom;zoom=1" target="_blank"><img src="https://heise.cloudimg.io/width/228/q50.png-lossy-50.webp-lossy-50.foil1/_www-heise-de_/imgs/18/2/5/4/5/6/0/2/DeepRay_Nucleus_2-3435eb7a0ca10ab8.png" alt="" class="fr-fic fr-dii fr-draggable " style="" /></a></p><p>The system is taught continuously. The recognition includes factors such as the ratio of file size to actual code.</p><p>(Image: G Data)</p><p>G Data announces this with: "artificial intelligence brings breakthrough in the fight against cybercrime" - and triggers with the key words "breakthrough", "AI" and "cybercrime" in a sentence once the laboriously trained spam detection of some real intelligence. But behind DeepRay is a very valid approach. It is based on the realization that the criminals by no means constantly rewrite their malicious software. Instead, the proven code with the core functions is only repackaged over and over again to pass it past the AV software.</p><p><span style="font-size: 18px"><strong>AI detection with neural networks</strong></span></p><p>Thus, the file examined by the AV software only contains the malicious code in encrypted form. It will be found later in decrypted form in the main memory. But the Guardian can not constantly monitor for resource reasons. The mission of DeepRay is to reliably detect the suspicious unpacking of code using methods from AI research. The central element is a continuously trained neural network. If this detection fails, an analysis of the memory, which searches there for known patterns of malicious software. If malicious code is detected, the virus monitor stops the process.</p><p></p><p>Incidentally, the virus monitor not only examines the memory of the currently suspected process, but also all the processes that it has accessed to reserve memory. Behind this is the realization that malware often injects its malicious code into other seemingly harmless processes of the system.</p><p>This protection function is to be distributed immediately as an update to G-Data customers. It will complement conventional techniques such as signatures and heuristics. Whether this will actually change the rules of the game as radically as G DATA asserts will only have to be demonstrated in tests and above all in the daily lives of users. But the concept sounds interesting.</p><p></p><p></p><p>Source: <a href="https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html" target="_blank">Antiviren-Software mit KI-Technik: G Data setzt auf DeepRay</a></p></blockquote><p></p>
[QUOTE="Faybert, post: 777943, member: 58452"] About the new G Data security module: [SIZE=22px][B]Anti-virus software with AI technology: G Data relies on DeepRay[/B][/SIZE] With DeepRay, the German AV manufacturer wants to make life much harder for cyber criminals. By Jürgen Schmidt [URL='https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html?view=audio']read aloud[/URL][URL='https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html?view=print']Print[/URL][URL='https://www.heise.de/forum/heise-Security/News-Kommentare/Antiviren-Software-mit-KI-Technik-G-Data-setzt-auf-DeepRay/forum-414117/comment/']Read comments17posts[/URL] [IMG]https://heise.cloudimg.io/width/610/q75.png-lossy-75.webp-lossy-75.foil1/_www-heise-de_/imgs/18/2/5/4/5/6/0/2/DeepRay_Prozess-44c2f3a75fe0f97e.png[/IMG] (Image: G Data) The defense of malicious software is a constant hare-hedgehog race. With DeepRay, G Data wants to take on the role of the hedgehog, who is always there when the bunny arrives. To do this, the virus monitor analyzes files using AI methods, which primarily aim to detect known but disguised malware. [URL='https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html?view=zoom;zoom=1'] [IMG]https://heise.cloudimg.io/width/228/q50.png-lossy-50.webp-lossy-50.foil1/_www-heise-de_/imgs/18/2/5/4/5/6/0/2/DeepRay_Nucleus_2-3435eb7a0ca10ab8.png[/IMG][/URL] The system is taught continuously. The recognition includes factors such as the ratio of file size to actual code. (Image: G Data) G Data announces this with: "artificial intelligence brings breakthrough in the fight against cybercrime" - and triggers with the key words "breakthrough", "AI" and "cybercrime" in a sentence once the laboriously trained spam detection of some real intelligence. But behind DeepRay is a very valid approach. It is based on the realization that the criminals by no means constantly rewrite their malicious software. Instead, the proven code with the core functions is only repackaged over and over again to pass it past the AV software. [SIZE=18px][B]AI detection with neural networks[/B][/SIZE] Thus, the file examined by the AV software only contains the malicious code in encrypted form. It will be found later in decrypted form in the main memory. But the Guardian can not constantly monitor for resource reasons. The mission of DeepRay is to reliably detect the suspicious unpacking of code using methods from AI research. The central element is a continuously trained neural network. If this detection fails, an analysis of the memory, which searches there for known patterns of malicious software. If malicious code is detected, the virus monitor stops the process. Incidentally, the virus monitor not only examines the memory of the currently suspected process, but also all the processes that it has accessed to reserve memory. Behind this is the realization that malware often injects its malicious code into other seemingly harmless processes of the system. This protection function is to be distributed immediately as an update to G-Data customers. It will complement conventional techniques such as signatures and heuristics. Whether this will actually change the rules of the game as radically as G DATA asserts will only have to be demonstrated in tests and above all in the daily lives of users. But the concept sounds interesting. Source: [URL='https://www.heise.de/security/meldung/AV-Software-G-Data-setzt-KI-Technik-gegen-Malware-4228746.html']Antiviren-Software mit KI-Technik: G Data setzt auf DeepRay[/URL] [/QUOTE]
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