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									Forensic Focus Forums - Recent Posts				            </title>
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            <description>Digital Forensics Discussion Forums</description>
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                        <title>After the decrypt: how do you actually triage a network-scale message set?</title>
                        <link>https://www.forensicfocus.com/forums/general/after-the-decrypt-how-do-you-actually-triage-a-network-scale-message-set/#post-6608541</link>
                        <pubDate>Thu, 03 Sep 2026 17:43:58 +0000</pubDate>
                        <description><![CDATA[Working on triage methods for large communication sets, I keep coming back to a handoff problem that doesn&#039;t get much airtime: the moment cryptographic recovery succeeds and the linguistic p...]]></description>
                        <content:encoded><![CDATA[<p dir="ltr">Working on triage methods for large communication sets, I keep coming back to a handoff problem that doesn't get much airtime: the moment cryptographic recovery succeeds and the linguistic problem begins.</p>
<p dir="ltr">A takedown-scale corpus (think EncroChat or Sky ECC proportions) lands as plaintext: hundreds of thousands of messages, a dozen languages, thousands of participants, no single device owner to anchor the analysis. The technical recovery disciplines have done their job. Now someone has to answer the only question the case team actually has: <em>which conversations do we read first?</em></p>
<p dir="ltr">The reflexive move is keyword search built from the case brief. In my experience it fails in both directions at this scale, too broad and you're handed a hundred thousand hits; too narrow and you miss the case material entirely, because participants have often already adapted their language (codewords drifting into slang, operational-security instructions, deliberate obfuscation — especially post-takedown, when they know the platform is burned).</p>
<p dir="ltr">I've been working on a layered alternative: a source-cited lexicon pass for the first cut, then behavioural/co-occurrence signals to catch the adapted exchanges keywords miss, producing a ranked reading order rather than a binary hit list, with each flag traceable to why it was raised.</p>
<p dir="ltr">But I'm genuinely curious how teams handle this in practice today:</p>
<ol dir="ltr">
<li>When a decrypted network-scale set lands on your desk, what's your actual first move? Case-brief keyword lists? Sampling? Participant-first prioritisation? Something more structured?</li>
<li><span>The question that </span><span>interests me most: if </span><span>a defence team later </span><span>asks </span><em><span>"why wasn't this thread reviewed earlier?"</span><span></span></em><span> What does your </span><span>answer look like? Is </span><span>there a documented </span><span>rationale behind your </span><span>triage order, or does </span><span>it live in the </span><span>examiner's head?</span></li>
</ol>
<p dir="ltr">Happy to compare notes with anyone working the same problem.</p>
<p dir="ltr">/Andreas</p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>antonsen</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/after-the-decrypt-how-do-you-actually-triage-a-network-scale-message-set/#post-6608541</guid>
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                        <title>“The Skills And Resilience To Do One Of The Hardest Jobs In Policing” — Why This DFIR Recruitment Language Gets The Evidence Wrong</title>
                        <link>https://www.forensicfocus.com/forums/general/the-skills-and-resilience-to-do-one-of-the-hardest-jobs-in-policing-why-this-dfir-recruitment-language-gets-the-evidence-wrong-2/#post-6608540</link>
                        <pubDate>Thu, 03 Sep 2026 13:28:42 +0000</pubDate>
                        <description><![CDATA[Does recruiting for “resilience” risk putting responsibility in the wrong place? Paul Gullon-Scott looks at what the evidence says about digital forensic well-being, workload and organisatio...]]></description>
                        <content:encoded><![CDATA[<p><span>Does recruiting for “resilience” risk putting responsibility in the wrong place? Paul Gullon-Scott looks at what the evidence says about digital forensic well-being, workload and organisational support, and why the language we use matters. </span></p>
<p><span>Read the full article here: https://www.forensicfocus.com/articles/the-skills-and-resilience-to-do-one-of-the-hardest-jobs-in-policing-why-this-dfir-recruitment-language-gets-the-evidence-wrong/ </span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/the-skills-and-resilience-to-do-one-of-the-hardest-jobs-in-policing-why-this-dfir-recruitment-language-gets-the-evidence-wrong-2/#post-6608540</guid>
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                        <title>“The Skills And Resilience To Do One Of The Hardest Jobs In Policing” — Why This DFIR Recruitment Language Gets The Evidence Wrong</title>
                        <link>https://www.forensicfocus.com/forums/general/the-skills-and-resilience-to-do-one-of-the-hardest-jobs-in-policing-why-this-dfir-recruitment-language-gets-the-evidence-wrong/#post-6608539</link>
                        <pubDate>Thu, 03 Sep 2026 13:27:54 +0000</pubDate>
                        <description><![CDATA[Does recruiting for “resilience” risk putting responsibility in the wrong place? Paul Gullon-Scott looks at what the evidence says about digital forensic well-being, workload and organisatio...]]></description>
                        <content:encoded><![CDATA[<p><span>Does recruiting for “resilience” risk putting responsibility in the wrong place? Paul Gullon-Scott looks at what the evidence says about digital forensic well-being, workload and organisational support, and why the language we use matters. </span></p>
<p><span>Read the full article here: https://www.forensicfocus.com/articles/the-skills-and-resilience-to-do-one-of-the-hardest-jobs-in-policing-why-this-dfir-recruitment-language-gets-the-evidence-wrong/ </span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/the-skills-and-resilience-to-do-one-of-the-hardest-jobs-in-policing-why-this-dfir-recruitment-language-gets-the-evidence-wrong/#post-6608539</guid>
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                        <title>Walk A Mile In Their Shoes: The Hidden World Of The Digital Forensic Investigator</title>
                        <link>https://www.forensicfocus.com/forums/general/walk-a-mile-in-their-shoes-the-hidden-world-of-the-digital-forensic-investigator/#post-6608534</link>
                        <pubDate>Thu, 27 Aug 2026 15:15:04 +0000</pubDate>
                        <description><![CDATA[What happens when disturbing material in a CSAM investigation has to be read, not viewed? Paul Gullon-Scott examines the psychological impact of messages, descriptions and AI prompts on digi...]]></description>
                        <content:encoded><![CDATA[<p><span>What happens when disturbing material in a CSAM investigation has to be read, not viewed? Paul Gullon-Scott examines the psychological impact of messages, descriptions and AI prompts on digital forensic investigators. </span></p>
<p><span>Read the full article here: https://www.forensicfocus.com/articles/walk-a-mile-in-their-shoes-the-hidden-world-of-the-digital-forensic-investigator/</span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/walk-a-mile-in-their-shoes-the-hidden-world-of-the-digital-forensic-investigator/#post-6608534</guid>
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                        <title>10 Best Practices For AI-Assisted Investigations: A Guide For Legal And Compliance Teams</title>
                        <link>https://www.forensicfocus.com/forums/general/10-best-practices-for-ai-assisted-investigations-a-guide-for-legal-and-compliance-teams/#post-6608532</link>
                        <pubDate>Mon, 24 Aug 2026 15:29:29 +0000</pubDate>
                        <description><![CDATA[Cellebrite shares 10 best practices for faster, safer, and more defensible AI-assisted investigations, with a focus on governance, traceability, and human oversight.
Read the full article h...]]></description>
                        <content:encoded><![CDATA[<p><span>Cellebrite shares 10 best practices for faster, safer, and more defensible AI-assisted investigations, with a focus on governance, traceability, and human oversight.</span></p>
<p><span>Read the full article here: https://www.forensicfocus.com/articles/10-best-practices-for-ai-assisted-investigations-a-guide-for-legal-and-compliance-teams/ </span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/10-best-practices-for-ai-assisted-investigations-a-guide-for-legal-and-compliance-teams/#post-6608532</guid>
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                        <title>Speed Against The Backlog: What’s Slowing You Down And How To Fix It</title>
                        <link>https://www.forensicfocus.com/forums/general/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it-4/#post-6608531</link>
                        <pubDate>Mon, 24 Aug 2026 10:41:32 +0000</pubDate>
                        <description><![CDATA[When every hour counts, imaging speed matters - explore the practical factors that can slow forensic acquisitions and learn how the right hardware, network setup and automation can help tack...]]></description>
                        <content:encoded><![CDATA[<p><span>When every hour counts, imaging speed matters - explore the practical factors that can slow forensic acquisitions and learn how the right hardware, network setup and automation can help tackle growing backlogs.</span></p>
<p>Read the full article here: <a class="_ymio1r31 _ypr0glyw _zcxs1o36 _mizu194a _1ah3dkaa _ra3xnqa1 _128mdkaa _1cvmnqa1 _4davt94y _4bfu1r31 _1hms8stv _ajmmnqa1 _vchhusvi _kqswh2mm _ect4ttxp _2rkolb4i _syaz13af _1a3b1r31 _4fpr8stv _5goinqa1 _f8pj13af _9oik1r31 _1bnxglyw _jf4cnqa1 _30l313af _1nrm1r31 _c2waglyw _1iohnqa1 _9h8h12zz _10531ra0 _1ien1ra0 _n0fx1ra0 _1vhv17z1" title="https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/" href="https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/" data-renderer-mark="true" data-is-router-link="false" data-testid="link-with-safety">https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/</a><span> </span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it-4/#post-6608531</guid>
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                        <title>Speed Against The Backlog: What’s Slowing You Down And How To Fix It</title>
                        <link>https://www.forensicfocus.com/forums/general/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it-3/#post-6608530</link>
                        <pubDate>Mon, 24 Aug 2026 10:40:32 +0000</pubDate>
                        <description><![CDATA[When every hour counts, imaging speed matters - explore the practical factors that can slow forensic acquisitions and learn how the right hardware, network setup and automation can help tack...]]></description>
                        <content:encoded><![CDATA[<p><span>When every hour counts, imaging speed matters - explore the practical factors that can slow forensic acquisitions and learn how the right hardware, network setup and automation can help tackle growing backlogs.</span></p>
<p>Read the full article here: <a class="_ymio1r31 _ypr0glyw _zcxs1o36 _mizu194a _1ah3dkaa _ra3xnqa1 _128mdkaa _1cvmnqa1 _4davt94y _4bfu1r31 _1hms8stv _ajmmnqa1 _vchhusvi _kqswh2mm _ect4ttxp _2rkolb4i _syaz13af _1a3b1r31 _4fpr8stv _5goinqa1 _f8pj13af _9oik1r31 _1bnxglyw _jf4cnqa1 _30l313af _1nrm1r31 _c2waglyw _1iohnqa1 _9h8h12zz _10531ra0 _1ien1ra0 _n0fx1ra0 _1vhv17z1" title="https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/" href="https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/" data-renderer-mark="true" data-is-router-link="false" data-testid="link-with-safety">https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/</a><span> </span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it-3/#post-6608530</guid>
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                        <title>Speed Against The Backlog: What’s Slowing You Down And How To Fix It</title>
                        <link>https://www.forensicfocus.com/forums/general/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it-2/#post-6608529</link>
                        <pubDate>Mon, 24 Aug 2026 10:28:33 +0000</pubDate>
                        <description><![CDATA[When every hour counts, imaging speed matters - explore the practical factors that can slow forensic acquisitions and learn how the right hardware, network setup and automation can help tack...]]></description>
                        <content:encoded><![CDATA[<p><span>When every hour counts, imaging speed matters - explore the practical factors that can slow forensic acquisitions and learn how the right hardware, network setup and automation can help tackle growing backlogs.</span></p>
<p>Read the full article here: <a class="_ymio1r31 _ypr0glyw _zcxs1o36 _mizu194a _1ah3dkaa _ra3xnqa1 _128mdkaa _1cvmnqa1 _4davt94y _4bfu1r31 _1hms8stv _ajmmnqa1 _vchhusvi _kqswh2mm _ect4ttxp _2rkolb4i _syaz13af _1a3b1r31 _4fpr8stv _5goinqa1 _f8pj13af _9oik1r31 _1bnxglyw _jf4cnqa1 _30l313af _1nrm1r31 _c2waglyw _1iohnqa1 _9h8h12zz _10531ra0 _1ien1ra0 _n0fx1ra0 _1vhv17z1" title="https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/" href="https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/" data-renderer-mark="true" data-is-router-link="false" data-testid="link-with-safety">https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/</a><span> </span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it-2/#post-6608529</guid>
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                        <title>Speed Against The Backlog: What’s Slowing You Down And How To Fix It</title>
                        <link>https://www.forensicfocus.com/forums/general/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/#post-6608528</link>
                        <pubDate>Mon, 24 Aug 2026 10:27:10 +0000</pubDate>
                        <description><![CDATA[When every hour counts, imaging speed matters - explore the practical factors that can slow forensic acquisitions and learn how the right hardware, network setup and automation can help tack...]]></description>
                        <content:encoded><![CDATA[<p><span>When every hour counts, imaging speed matters - explore the practical factors that can slow forensic acquisitions and learn how the right hardware, network setup and automation can help tackle growing backlogs.</span></p>
<p>Read the full article here: <a class="_ymio1r31 _ypr0glyw _zcxs1o36 _mizu194a _1ah3dkaa _ra3xnqa1 _128mdkaa _1cvmnqa1 _4davt94y _4bfu1r31 _1hms8stv _ajmmnqa1 _vchhusvi _kqswh2mm _ect4ttxp _2rkolb4i _syaz13af _1a3b1r31 _4fpr8stv _5goinqa1 _f8pj13af _9oik1r31 _1bnxglyw _jf4cnqa1 _30l313af _1nrm1r31 _c2waglyw _1iohnqa1 _9h8h12zz _10531ra0 _1ien1ra0 _n0fx1ra0 _1vhv17z1" title="https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/" href="https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/" data-renderer-mark="true" data-is-router-link="false" data-testid="link-with-safety">https://www.forensicfocus.com/articles/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/</a><span> </span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/speed-against-the-backlog-whats-slowing-you-down-and-how-to-fix-it/#post-6608528</guid>
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                        <title>Podcast: Impact, Coping And Support – Further Reflections From The DFIR Well-Being Study</title>
                        <link>https://www.forensicfocus.com/forums/general/podcast-impact-coping-and-support-further-reflections-from-the-dfir-well-being-study/#post-6608526</link>
                        <pubDate>Thu, 20 Aug 2026 12:03:51 +0000</pubDate>
                        <description><![CDATA[What does repeated exposure to traumatic digital evidence really do to investigators? Phil Anderson returns to the Forensic Focus Podcast to unpack more findings from the international well-...]]></description>
                        <content:encoded><![CDATA[<p><span>What does repeated exposure to traumatic digital evidence really do to investigators? Phil Anderson returns to the Forensic Focus Podcast to unpack more findings from the international well-being study.</span></p>
<p><span>Watch the full episode here: https://www.forensicfocus.com/podcast/impact-coping-and-support-further-reflections-from-the-dfir-well-being-study/ </span></p>]]></content:encoded>
						                            <category domain="https://www.forensicfocus.com/forums/"></category>                        <dc:creator>Zoe</dc:creator>
                        <guid isPermaLink="true">https://www.forensicfocus.com/forums/general/podcast-impact-coping-and-support-further-reflections-from-the-dfir-well-being-study/#post-6608526</guid>
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