<?xml version="1.0" encoding="UTF-8"?>
<rss version="2.0" xmlns:atom="http://www.w3.org/2005/Atom" xmlns:dc="http://purl.org/dc/elements/1.1/">
  <channel>
    <title>DEV Community: Oussama Afnakkar</title>
    <description>The latest articles on DEV Community by Oussama Afnakkar (@sbytec).</description>
    <link>https://dev.to/sbytec</link>
    <image>
      <url>https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F3801254%2F872f58e9-c07d-4da1-80d0-108ba1a6741a.jpg</url>
      <title>DEV Community: Oussama Afnakkar</title>
      <link>https://dev.to/sbytec</link>
    </image>
    <atom:link rel="self" type="application/rss+xml" href="https://dev.to/feed/sbytec"/>
    <language>en</language>
    <item>
      <title>🔴 SILENT SMS: Your phone tracks without notification</title>
      <dc:creator>Oussama Afnakkar</dc:creator>
      <pubDate>Wed, 04 Mar 2026 13:16:34 +0000</pubDate>
      <link>https://dev.to/sbyc/silent-sms-your-phone-tracks-without-notification-5dg9</link>
      <guid>https://dev.to/sbyc/silent-sms-your-phone-tracks-without-notification-5dg9</guid>
      <description>&lt;p&gt;Germany Federal Police: 101,117 Type 0 SMS (2020)&lt;br&gt;
All agencies: 440,000+ (2010)&lt;/p&gt;

&lt;p&gt;SS7 = no query authentication. 800+ operators globally.&lt;/p&gt;

&lt;p&gt;No consumer detection exists.&lt;/p&gt;

&lt;p&gt;&lt;a href="https://sbytec.com/blog/silent-sms-intro/" rel="noopener noreferrer"&gt;https://sbytec.com/blog/silent-sms-intro/&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>The Invisible Risk Score: How Government Surveillance AI Builds a Model of You</title>
      <dc:creator>Oussama Afnakkar</dc:creator>
      <pubDate>Mon, 02 Mar 2026 10:15:56 +0000</pubDate>
      <link>https://dev.to/sbytec/the-invisible-risk-score-how-government-surveillance-ai-builds-a-model-of-you-6m8</link>
      <guid>https://dev.to/sbytec/the-invisible-risk-score-how-government-surveillance-ai-builds-a-model-of-you-6m8</guid>
      <description>&lt;h1&gt;
  
  
  Two Invisible Risk Scores Control Your Future
&lt;/h1&gt;

&lt;p&gt;&lt;strong&gt;Palantir Gotham built yours legally from SSA/IRS/DHS data.&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
&lt;strong&gt;China's Salt Typhoon built theirs from breached US telecoms + Treasury.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;Same entity resolution math. Same unified citizen profiles.&lt;br&gt;&lt;br&gt;
Zero audit rights. Different jurisdictions.&lt;/p&gt;

&lt;p&gt;I wrote this because security practitioners need to threat model &lt;em&gt;both&lt;/em&gt; architectures.&lt;/p&gt;

&lt;h2&gt;
  
  
  The Core Mechanism
&lt;/h2&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;class FederatedProfileComparison:
    def authorized_federation(self):
        # Palantir Gotham - Legal access
        return {
            "sources": ["SSA", "IRS", "DHS"],
            "method": "contracted API federation", 
            "output": "risk_score + association_graph"
        }

    def unauthorized_federation(self):
        # Salt Typhoon - Breached access  
        return {
            "sources": ["telecom_metadata", "Treasury", "CFIUS"],
            "method": "persistent infrastructure access",
            "output": "communication_profile + movement_graph"
        }

    def shared_properties(self):
        return {
            "citizen_awareness": False,
            "citizen_recourse": False,
            "model_contestability": False
        }
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;Both produce the same output type: unified person-objects with derived behavioral predictions.&lt;/strong&gt;&lt;/p&gt;

&lt;h2&gt;
  
  
  The Baudrillard Problem
&lt;/h2&gt;

&lt;p&gt;When two competing models of the same person exist:&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;Neither contains your context (travel reasons, financial decisions)&lt;/li&gt;
&lt;li&gt;Both drive real decisions (employment, security screening)
&lt;/li&gt;
&lt;li&gt;You cannot see either score&lt;/li&gt;
&lt;li&gt;No due process mechanism spans jurisdictions
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;def what_systems_cannot_hold():
    return {
        "intent": None,
        "context": None, 
        "relationships_explained": None
    }
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;h2&gt;
  
  
  Complete 3-Post Series Investigation
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;Full analysis&lt;/strong&gt; - Zuboff behavioral surplus → Virilio speed math → 8 due process questions practitioners cannot answer:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;&lt;a href="https://www.sbytec.com/rabbithole/palantir-model/" rel="noopener noreferrer"&gt;Read All 3 Parts + Get Detection Rules&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;What threat modeling questions does this raise for your team?&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>salttyphoon</category>
      <category>datafederation</category>
      <category>cybersecurity</category>
      <category>surveillance</category>
    </item>
    <item>
      <title>Palantir Gotham: Why One Breach = Every American</title>
      <dc:creator>Oussama Afnakkar</dc:creator>
      <pubDate>Mon, 02 Mar 2026 09:17:22 +0000</pubDate>
      <link>https://dev.to/sbyc/palantir-gotham-why-one-breach-every-american-k6n</link>
      <guid>https://dev.to/sbyc/palantir-gotham-why-one-breach-every-american-k6n</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F4x6i3d175lb5qlz502fd.jpeg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.amazonaws.com%2Fuploads%2Farticles%2F4x6i3d175lb5qlz502fd.jpeg" alt=" " width="689" height="605"&gt;&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;Gotham doesn't organize data. It creates new data through entity resolution.&lt;/strong&gt;&lt;br&gt;
&lt;/p&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;def entity_resolution(records):
    # Input: SSA + IRS + DHS siloed records
    # Output: unified citizen objects + derived attributes
    s_ij = similarity(record_i, record_j)
    if s_ij &amp;gt; θ: merged_entity = f(∪attrs)
    return merged_entity  # NEW DATA
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;4-Layer Architecture:&lt;/strong&gt;&lt;/p&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;Federation&lt;/strong&gt; → siloed agency APIs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Entity Resolution&lt;/strong&gt; → &lt;code&gt;s_ij &amp;gt; θ&lt;/code&gt; math &lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Ontology&lt;/strong&gt; → risk scores, graphs&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Query&lt;/strong&gt; → analysts see derived outputs&lt;/li&gt;
&lt;/ol&gt;

&lt;p&gt;&lt;strong&gt;What questions do you have about the detection rules?&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;&lt;a href="https://www.sbytec.com/vulnerabilities/palantir-gotham/" rel="noopener noreferrer"&gt;Full Technical Analysis + YARA Rules&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>cybersecurity</category>
      <category>yararules</category>
      <category>datafederation</category>
      <category>entityresolution</category>
    </item>
    <item>
      <title>DOGE Accessed Your SSA Records Before Courts Could Stop It</title>
      <dc:creator>Oussama Afnakkar</dc:creator>
      <pubDate>Mon, 02 Mar 2026 09:11:54 +0000</pubDate>
      <link>https://dev.to/sbyc/doge-accessed-your-ssa-records-before-courts-could-stop-it-3dci</link>
      <guid>https://dev.to/sbyc/doge-accessed-your-ssa-records-before-courts-could-stop-it-3dci</guid>
      <description>&lt;p&gt;&lt;strong&gt;February 2025: DOGE team queried SSA records for every American.&lt;/strong&gt;&lt;br&gt;&lt;br&gt;
&lt;strong&gt;March: Court challenge filed.&lt;/strong&gt; &lt;strong&gt;June: Supreme Court ratified access.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;The data was already federated when oversight began.&lt;/p&gt;

&lt;h2&gt;
  
  
  The PayPal Mafia Pipeline
&lt;/h2&gt;

&lt;ol&gt;
&lt;li&gt;
&lt;strong&gt;PayPal&lt;/strong&gt; → fraud detection at scale&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Palantir&lt;/strong&gt; → CIA In-Q-Tel funds same team
&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;2025&lt;/strong&gt; → SSA/IRS/DHS unified under executive order
&lt;/li&gt;
&lt;/ol&gt;

&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;# The consolidation timeline
Feb: DOGE access begins
Mar: Judge Hollander injunction  
Apr: Fourth Circuit upholds
Jun: Supreme Court reverses → access ratified
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;



&lt;p&gt;&lt;strong&gt;I wrote this because the timeline matters more than the ruling.&lt;/strong&gt;&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;&lt;a href="https://www.sbytec.com/blog/palantir-paypalmafia/" rel="noopener noreferrer"&gt;Full Origin Story&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;

</description>
      <category>ssarecords</category>
      <category>doge</category>
      <category>cybersecurity</category>
      <category>dataprivacy</category>
    </item>
  </channel>
</rss>
