March 2024 - Page 39 of 109

FreeBSD 14 — linux-thunderbird — multiple vulnerabilities (20 CVEs) — patch and remediation guide — diagnosis and fix on FreeBSD 14

FreeBSD 14 — linux-thunderbird — multiple vulnerabilities (20 CVEs) — patch and remediation guide

  • March 21, 2024
  • BSD
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🟠 High   ⏱ 15–60 min  Last verified: 21 March 2024 Affected versions: FreeBSD 14 📖 ~4 min read  •  Source: FreeBSD VuXML VuXML topic: mozilla — multiple vulnerabilities Related CVEs: CVE-2006-3113 CVE-2006-3677 CVE-2006-3801 CVE-2006-3802 CVE-2006-3803 CVE-2006-3804 CVE-2006-3805 CVE-2006-3806  +12 more Upstream summary: Mozilla Foundation reports: CVE-2019-11751: Malicious code execution through command line parameters CVE-2019-11746: […]

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NetBSD 9.4 — ruby1-actionmailer — vulnerability — patch and remediation guide — diagnosis and fix on NetBSD 9.4

NetBSD 9.4 — ruby1-actionmailer — vulnerability — patch and remediation guide

  • March 20, 2024
  • BSD
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🟢 Low   ⏱ 5–15 min  Last verified: 25 May 2026 Affected versions: NetBSD 9.4 📖 ~4 min read  •  Source: pkgsrc audit-packages entry Upstream summary: pkgsrc audit-packages flagged ruby1{8,9,93}-actionmailer<3.2.15 for vulnerability class 'denial-of-service'. Reference: http://secunia.com/advisories/55240/ Table of contents Symptom & Impact Environment & Reproduction Root Cause Analysis Quick Triage Step-by-Step Diagnosis Solution – Primary […]

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Building Resilient ML Models that are Robust to Adversarial Attacks

Building Resilient ML Models that are Robust to Adversarial Attacks

Building Resilient ML Models that are Robust to Adversarial Attacks is a critical aspect of modern machine learning research and development. Adversarial attacks pose a significant threat to the integrity and performance of machine learning models, making it essential for practitioners to understand the vulnerabilities in their systems and adopt strategies to enhance resilience. In this article, we delve into the world of adversarial attacks in machine learning, explore the techniques for building robust models, and discuss the importance of adversarial training and optimization in defending against malicious attacks.

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FreeBSD 14 — postgresql92-server — multiple vulnerabilities (19 CVEs) — patch and remediation guide — diagnosis and fix on FreeBSD 14

FreeBSD 14 — postgresql92-server — multiple vulnerabilities (19 CVEs) — patch and remediation guide

  • March 20, 2024
  • BSD
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🟠 High   ⏱ 15–60 min  Last verified: 20 March 2024 Affected versions: FreeBSD 14 📖 ~4 min read  •  Source: FreeBSD VuXML VuXML topic: PostgreSQL vulnerabilities Related CVEs: CVE-2014-8161 CVE-2015-0241 CVE-2015-0242 CVE-2015-0243 CVE-2015-0244 CVE-2015-3165 CVE-2015-3166 CVE-2015-3167  +11 more Upstream summary: The PostgreSQL project reports: CVE-2017-15098: Memory disclosure in JSON functions CVE-2017-15099: INSERT … ON […]

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NetBSD 9.4 — vte — multiple vulnerabilities (4 CVEs) — patch and remediation guide — diagnosis and fix on NetBSD 9.4

NetBSD 9.4 — vte — multiple vulnerabilities (4 CVEs) — patch and remediation guide

  • March 20, 2024
  • BSD
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🟡 Medium   ⏱ 10–30 min  Last verified: 25 May 2026 Affected versions: NetBSD 9.4 📖 ~4 min read  •  Source: pkgsrc audit-packages entry Related CVEs: CVE-2003-0070 CVE-2010-2713 CVE-2011-2198 CVE-2024-37535 Upstream summary: pkgsrc audit-packages flagged vte<0.24.3 for vulnerability class 'arbitrary-command-execution'. Reference: https://cve.mitre.org/cgi-bin/cvename.cgi?name=CVE-2003-0070 Table of contents Symptom & Impact Environment & Reproduction Root Cause Analysis Quick […]

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FreeBSD 14 — php5-cgi — multiple vulnerabilities (20 CVEs) — patch and remediation guide — diagnosis and fix on FreeBSD 14

FreeBSD 14 — php5-cgi — multiple vulnerabilities (20 CVEs) — patch and remediation guide

  • March 20, 2024
  • BSD
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🟠 High   ⏱ 15–60 min  Last verified: 20 March 2024 Affected versions: FreeBSD 14 📖 ~4 min read  •  Source: FreeBSD VuXML VuXML topic: php — multiple vulnerabilities Related CVEs: CVE-2004-0594 CVE-2004-0595 CVE-2004-1019 CVE-2004-1065 CVE-2006-4481 CVE-2006-4482 CVE-2006-4483 CVE-2006-4484  +12 more Upstream summary: The PHP development team reports: Security Enhancements and Fixes in PHP 5.2.2 […]

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Counterfactual Explanations in AI Decision-making Processes

Counterfactual Explanations in AI Decision-making Processes

Counterfactual explanations play a crucial role in enhancing the transparency and interpretability of artificial intelligence (AI) decision-making processes. In an era where AI systems are increasingly integrated into various aspects of our lives, understanding why these systems make specific decisions is paramount. This article delves into the realm of counterfactual explanations in AI, exploring their definition, significance, and the methods used to generate them.

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FreeBSD 14 — ivtools — multiple vulnerabilities (5 CVEs) — patch and remediation guide — diagnosis and fix on FreeBSD 14

FreeBSD 14 — ivtools — multiple vulnerabilities (5 CVEs) — patch and remediation guide

  • March 20, 2024
  • BSD
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🟡 Medium   ⏱ 10–30 min  Last verified: 20 March 2024 Affected versions: FreeBSD 14 📖 ~4 min read  •  Source: FreeBSD VuXML VuXML topic: tiff — buffer overflow vulnerability Related CVEs: CVE-2004-0803 CVE-2004-0804 CVE-2004-0886 CVE-2004-1308 CVE-2005-1544 Upstream summary: A Gentoo Linux Security Advisory reports: Tavis Ormandy of the Gentoo Linux Security Audit Team discovered […]

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NetBSD 9.4 — postgresql90 — vulnerability — patch and remediation guide — diagnosis and fix on NetBSD 9.4

NetBSD 9.4 — postgresql90 — vulnerability — patch and remediation guide

  • March 20, 2024
  • BSD
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🟡 Medium   ⏱ 10–30 min  Last verified: 25 May 2026 Affected versions: NetBSD 9.4 📖 ~4 min read  •  Source: pkgsrc audit-packages entry Upstream summary: pkgsrc audit-packages flagged postgresql90{,-server,-client}<9.0.7 for vulnerability class 'multiple-vulnerabilities'. Reference: http://www.postgresql.org/about/news/1377/ Table of contents Symptom & Impact Environment & Reproduction Root Cause Analysis Quick Triage Step-by-Step Diagnosis Solution – Primary […]

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