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            <title>
									MMLAB Forum - 최근 게시물				            </title>
            <link>https://mmlab.snu.ac.kr/community/</link>
            <description>MMLAB Discussion Board</description>
            <language>ko-KR</language>
            <lastBuildDate>Fri, 06 Nov 2026 23:01:04 +0000</lastBuildDate>
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							                    <item>
                        <title> Should I Trust You? Rethinking the Principle of Zone-Based Isolation DNS Bailiwick Checking</title>
                        <link>https://mmlab.snu.ac.kr/community/seminar/2026-10-22-odysseus-jailbreaking-commercial-multimodal-llm-integrated-systems-via-dual-steganography-2/#post-4985</link>
                        <pubDate>Thu, 29 Oct 2026 04:54:58 +0000</pubDate>
                        <description><![CDATA[
DNS cache poisoning attacks covertly hijack domain access by injecting forged resource records into resolvers. To counter this, resolvers employ bailiwick checking, a critical de...]]></description>
                        <content:encoded><![CDATA[<p></p>
<p>DNS cache poisoning attacks covertly hijack domain access by injecting forged resource records into resolvers. To counter this, resolvers employ bailiwick checking, a critical defense mechanism designed to filter potentially malicious records from DNS responses. However, in the context of third-party services, a misalignment between domain ownership and the traditional, top-down zone delegation model has emerged, posing significant challenges to the effectiveness of bailiwick checks. In this paper, we present a systematic analysis of the design and implementation of bailiwick checking. We demonstrated that mainstream resolvers generally adopt a conservatism principle: they will cache any resource record that satisfies minimal constraints, regardless of its direct relevance to the originating query. Building on this finding, we propose a novel cache poisoning attack (termed CUCKOO DOMAIN): by controlling one single subdomain, attackers can compromise its parent domain or its sibling domains. The results of our testing revealed that seven major DNS resolver implementations, including BIND9 and Microsoft DNS, are vulnerable. Through a large-scale measurement study, we confirmed that 44.64% of open resolvers and 21 major public DNS providers are also at risk. In addition, we found that over a million subdomains provided by 7 providers—including No-IP, ClouDNS, and Akamai—are potentially vulnerable to hijacking through this attack. We have conducted a responsible disclosure, reporting the affected software vendors and service providers. BIND9, Unbound, PowerDNS and Technitium have acknowledged our reports and assigned 3 CVEs. We call upon the community and software vendors to address the new challenges that modern service ecosystems pose to the effectiveness of bailiwick checking.</p>
<p>&nbsp;</p>
<div id="wpfa-18294" class="wpforo-attached-file"><a class="wpforo-default-attachment" title="261029_main_seminar_bailiwick_sub.pptx" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1793249698-261029_main_seminar_bailiwick_sub.pptx" target="_blank" rel="noopener"><i class="fas fa-paperclip"></i> 261029_main_seminar_bailiwick_sub.pptx</a></div>
<div id="wpfa-18295" class="wpforo-attached-file"><a class="wpforo-default-attachment" title="261029_main_seminar_bailiwick_v4.pdf" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1793249716-261029_main_seminar_bailiwick_v4.pdf" target="_blank" rel="noopener"><i class="fas fa-paperclip"></i> 261029_main_seminar_bailiwick_v4.pdf</a></div>]]></content:encoded>
						                            <category domain="https://mmlab.snu.ac.kr/community/"></category>                        <dc:creator>jhoh</dc:creator>
                        <guid isPermaLink="true">https://mmlab.snu.ac.kr/community/seminar/2026-10-22-odysseus-jailbreaking-commercial-multimodal-llm-integrated-systems-via-dual-steganography-2/#post-4985</guid>
                    </item>
				                    <item>
                        <title> Odysseus: Jailbreaking Commercial Multimodal LLM-integrated Systems via Dual Steganography</title>
                        <link>https://mmlab.snu.ac.kr/community/seminar/2026-10-22-odysseus-jailbreaking-commercial-multimodal-llm-integrated-systems-via-dual-steganography/#post-4983</link>
                        <pubDate>Thu, 22 Oct 2026 04:28:18 +0000</pubDate>
                        <description><![CDATA[By integrating language understanding with perceptual modalities such as images, multimodal large language models (MLLMs) constitute a critical substrate for modern AI systems, par...]]></description>
                        <content:encoded><![CDATA[<p><br />By integrating language understanding with perceptual modalities such as images, multimodal large language models (MLLMs) constitute a critical substrate for modern AI systems, particularly intelligent agents operating in open and interactive environments. However, their increasing accessibility also raises heightened risks of misuse, such as generating harmful or unsafe content. To mitigate these risks, alignment techniques are commonly applied to align model behavior with human values. Despite these efforts, recent studies have shown that jailbreak attacks can circumvent alignment and elicit unsafe outputs. Currently, most existing jailbreak methods are tailored for open-source models and exhibit limited effectiveness against commercial MLLM-integrated systems, which often employ additional filters. These filters can detect and prevent malicious input and output content, significantly reducing jailbreak threats.<br /><br />In this paper, we reveal that the success of these safety filters heavily relies on a critical assumption that malicious content must be explicitly visible in either the input or the output. This assumption, while often valid for traditional LLM-integrated systems, breaks down in MLLM-integrated systems, where attackers can leverage multiple modalities to conceal adversarial intent, leading to a false sense of security in existing MLLM-integrated systems. To challenge this assumption, we propose Odysseus, a novel jailbreak paradigm that introduces dual steganography to covertly embed malicious queries and responses into benign-looking images. Our method proceeds through four stages: (1) malicious query encoding, (2) steganography embedding, (3) model interaction, and (4) response extraction. We first encode the adversary-specified malicious prompt into binary matrices and embed them into images using a steganography model. The modified image will be fed into the victim MLLM-integrated system. We encourage the victim MLLM-integrated system to implant the generated illegitimate content into a carrier image (via steganography), which will be used for attackers to decode the hidden response locally. Extensive experiments on benchmark datasets demonstrate that our Odysseus successfully jailbreaks several pioneering and realistic MLLM-integrated systems, including GPT-4o, Gemini-2.0-pro, Gemini-2.0-flash, and Grok-3, achieving up to 99% attack success rate. It exposes a fundamental blind spot in existing defenses, and calls for rethinking crossmodal security in MLLM-integrated systems.</p>
<div id="wpfa-18286" class="wpforo-attached-file"><a class="wpforo-default-attachment" title="20261022_Mainseminar_Odysseus.pptx" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1792643491-20261022_Mainseminar_Odysseus.pptx" target="_blank" rel="noopener"><i class="fas fa-paperclip"></i> 20261022_Mainseminar_Odysseus.pptx</a></div>
<div id="wpfa-18287" class="wpforo-attached-file"><a class="wpforo-default-attachment" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1792643590-20261022_Mainseminar_Odysseus.pdf" target="_blank" title="20261022_Mainseminar_Odysseus.pdf"><i class="fas fa-paperclip"></i>&nbsp;20261022_Mainseminar_Odysseus.pdf</a></div>]]></content:encoded>
						                            <category domain="https://mmlab.snu.ac.kr/community/"></category>                        <dc:creator>jhkang</dc:creator>
                        <guid isPermaLink="true">https://mmlab.snu.ac.kr/community/seminar/2026-10-22-odysseus-jailbreaking-commercial-multimodal-llm-integrated-systems-via-dual-steganography/#post-4983</guid>
                    </item>
				                    <item>
                        <title> Aliens Among Us: Observing Private or Reserved IPs on the Public Internet</title>
                        <link>https://mmlab.snu.ac.kr/community/seminar/2026-10-08-aliens-among-us-observing-private-or-reserved-ips-on-the-public-internet/#post-4980</link>
                        <pubDate>Thu, 08 Oct 2026 03:43:07 +0000</pubDate>
                        <description><![CDATA[
Spoofed traffic remains a major network hygiene concern, as it enables Distributed Denial-of-Service (DDoS) attacks by obscuring attack origins and hindering forensic analysis. A...]]></description>
                        <content:encoded><![CDATA[<p></p>
<p><span>Spoofed traffic remains a major network hygiene concern, as it enables Distributed Denial-of-Service (DDoS) attacks by obscuring attack origins and hindering forensic analysis. A key indicator of poor hygiene is the presence of Bogon traffic— packets carrying invalid or non-routable source addresses—in the public Internet, arising from misconfigurations or insufficient filtering. Despite long-standing Source Address Validation (SAV) recommendations such as BCP 38 and BCP 84, Bogon filtering remains inconsistently deployed. In this work, we analyze eight years (2017–2024) of traceroute measurements from the CAIDA Ark platform, enriched with historical BGP data from RIPE RIS and RouteViews, to quantify the prevalence and characteristics of Bogon addresses in the data plane. We observe widespread noncompliance with best practices: between 82.69% and 97.83% of Ark vantage points encounter traceroute paths containing Bogon IPs, predominantly RFC1918 addresses. Overall, 21.11% of traceroutes include RFC1918 addresses, with smaller fractions involving RFC6598 (1.68%) and RFC3927 (0.08%). We identify over 15,500 Autonomous Systems (ASes) that transit Bogon traffic, although only 11.88% do so in more than half of the measurements. Cross-referencing with the Spoofer project and MANRS reveals a significant gap between control- and dataplane assurances: 52.71% of ASes forwarding Bogon-sourced packets are classified as non-spoofable, indicating incomplete or ineffective SAV deployment. </span></p>
<p>&nbsp;</p>
<p>&nbsp;</p>
<div id="wpfa-18271" class="wpforo-attached-file"><a class="wpforo-default-attachment" title="261008_Aliens_Among_Us_Observing_Private_or_Reserved_IPs_on_the_Public_Internet.pdf" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1791430987-261008_Aliens_Among_Us_Observing_Private_or_Reserved_IPs_on_the_Public_Internet.pdf" target="_blank" rel="noopener"><i class="fas fa-paperclip"></i> 261008_Aliens_Among_Us_Observing_Private_or_Reserved_IPs_on_the_Public_Internet.pdf</a></div>
<div id="wpfa-18272" class="wpforo-attached-file"><a class="wpforo-default-attachment" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1791431024-261008_Aliens_Among_Us_Observing_Private_or_Reserved_IPs_on_the_Public_Internet.pptx" target="_blank" title="261008_Aliens_Among_Us_Observing_Private_or_Reserved_IPs_on_the_Public_Internet.pptx"><i class="fas fa-paperclip"></i>&nbsp;261008_Aliens_Among_Us_Observing_Private_or_Reserved_IPs_on_the_Public_Internet.pptx</a></div>]]></content:encoded>
						                            <category domain="https://mmlab.snu.ac.kr/community/"></category>                        <dc:creator>박홍근</dc:creator>
                        <guid isPermaLink="true">https://mmlab.snu.ac.kr/community/seminar/2026-10-08-aliens-among-us-observing-private-or-reserved-ips-on-the-public-internet/#post-4980</guid>
                    </item>
				                    <item>
                        <title> CoordMail: Exploiting SMTP Timeout and Command Interaction to Coordinate Email Middleware for Convergence Amplification Attack</title>
                        <link>https://mmlab.snu.ac.kr/community/seminar/2026-10-01-coordmail-exploiting-smtp-timeout-and-command-interaction-to-coordinate-email-middleware-for-convergence-amplification-attack/#post-4979</link>
                        <pubDate>Thu, 01 Oct 2026 03:32:53 +0000</pubDate>
                        <description><![CDATA[Abstract:
This paper introduces a novel and powerful email convergence amplification attack, named COORDMAIL. Traditional email DoS attacks primarily send spam to targeted mailboxes, with l...]]></description>
                        <content:encoded><![CDATA[<p><span>Abstract:</span></p>
<p>This paper introduces a novel and powerful email convergence amplification attack, named COORDMAIL. Traditional email DoS attacks primarily send spam to targeted mailboxes, with little ability to affect email servers’ operation. In contrast, COORDMAIL exploits the inherent properties of the SMTP protocol, i.e., long session timeouts and client-controlled interactions, to cleverly coordinate reflected emails from various email middleware and eventually direct them to an incoming mail server simultaneously. As a result, the amplification capabilities of different email middleware are concentrated to form highly amplified attack traffic. From the SMTP session state machine and email reflection behaviors, we identify many real-world email middleware suitable for COORDMAIL, including 10,079 bounce servers, 584 open email relays, and 6 email forwarding providers. By building SMTP command sequences, COORDMAIL can maintain prolonged SMTP communications with these middleware at an extremely low rate and control them to reflect emails steadily at any given moment. We show that COORDMAIL is effective at a low cost: 1,000 SMTP connections can achieve more than 30,000 times of bandwidth amplification. While most existing security mechanisms are ineffective against COORDMAIL, we propose feasible mitigations that reduce the convergence amplification power of COORDMAIL by tens of times. We have responsibly reported COORDMAIL to email middleware and popular email providers, some of which have accepted our recommendations.</p>
<div id="wpfa-18268" class="wpforo-attached-file"><a class="wpforo-default-attachment" title="20261001_coordmail_huko_vfin.pptx" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1790825573-20261001_coordmail_huko_vfin.pptx" target="_blank" rel="noopener"><i class="fas fa-paperclip"></i> 20261001_coordmail_huko_vfin.pptx</a></div>
<div id="wpfa-18269" class="wpforo-attached-file"><a class="wpforo-default-attachment" title="20261001_coordmail_huko_vfin.pdf" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1790825632-20261001_coordmail_huko_vfin.pdf" target="_blank" rel="noopener"><i class="fas fa-paperclip"></i> 20261001_coordmail_huko_vfin.pdf</a></div>
<div id="wpfa-18270" class="wpforo-attached-file"><a class="wpforo-default-attachment" title="coordmail.pdf" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1790825650-coordmail.pdf" target="_blank" rel="noopener"><i class="fas fa-paperclip"></i> coordmail.pdf</a></div>]]></content:encoded>
						                            <category domain="https://mmlab.snu.ac.kr/community/"></category>                        <dc:creator>고형욱</dc:creator>
                        <guid isPermaLink="true">https://mmlab.snu.ac.kr/community/seminar/2026-10-01-coordmail-exploiting-smtp-timeout-and-command-interaction-to-coordinate-email-middleware-for-convergence-amplification-attack/#post-4979</guid>
                    </item>
				                    <item>
                        <title> Audience Injection Attacks: A New Class of Attacks on Web-Based Authorization and Authentication Standards</title>
                        <link>https://mmlab.snu.ac.kr/community/seminar/2026-09-17-audience-injection-attacks-a-new-class-of-attacks-on-web-based-authorization-and-authentication-standards/#post-4977</link>
                        <pubDate>Tue, 15 Sep 2026 12:38:05 +0000</pubDate>
                        <description><![CDATA[메인세미나 발표자료입니다.
 260917_메인세미나_Audience-Injection-Attacks_제출용.pdf
&nbsp;260917_메인세미나_Audience-Injection-Attacks_제출용.pptx]]></description>
                        <content:encoded><![CDATA[<p>메인세미나 발표자료입니다.</p>
<div id="wpfa-18243" class="wpforo-attached-file"><a class="wpforo-default-attachment" title="260917_메인세미나_Audience-Injection-Attacks_제출용.pdf" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1789475885-260917__Audience-Injection-Attacks_.pdf" target="_blank" rel="noopener"><i class="fas fa-paperclip"></i> 260917_메인세미나_Audience-Injection-Attacks_제출용.pdf</a></div>
<div id="wpfa-18244" class="wpforo-attached-file"><a class="wpforo-default-attachment" href="//mmlab.snu.ac.kr/wp-content/uploads/wpforo/default_attachments/1789475906-260917__Audience-Injection-Attacks_.pptx" target="_blank" title="260917_메인세미나_Audience-Injection-Attacks_제출용.pptx"><i class="fas fa-paperclip"></i>&nbsp;260917_메인세미나_Audience-Injection-Attacks_제출용.pptx</a></div>]]></content:encoded>
						                            <category domain="https://mmlab.snu.ac.kr/community/"></category>                        <dc:creator>정경헌</dc:creator>
                        <guid isPermaLink="true">https://mmlab.snu.ac.kr/community/seminar/2026-09-17-audience-injection-attacks-a-new-class-of-attacks-on-web-based-authorization-and-authentication-standards/#post-4977</guid>
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