first final version presentation BPV QRS
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2 changed files with 991 additions and 33 deletions
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@ -52,39 +52,93 @@
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Test Cases
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]
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#slide(title: "Test Case 1")[
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// table with devices and modifications/attacks
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#slide(title: "Test Case 1 - Networking Devices")[
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#figure(
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placement: auto,
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tablex(
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columns: (25%,25%,25%,25%),
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align: (left+horizon,right+horizon,right+horizon,right+horizon),
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auto-vlines: false,
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repeat-header: false,
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[*Device*], [*Original*], [*Change 1*], [*Change 2*],
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[TP-Link\ Switch], [20200805], [20200109], [X],
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[HP Procurve\ Switch], [H.10.119], [H.10.117], [X],
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[Asus Router], [Latest EOM], [OpenWrt\ v21.02.2], [OpenWrt\ v21.02.0],
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[Linksys\ Router], [Latest EOM], [OpenWrt\ v21.02.2], [OpenWrt\ v21.02.0],
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),
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supplement: [Table],
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kind: "table",
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caption: [Machines used for the experiment and the changes applied.],
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)<tab-machines>
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]
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#slide(title: "Test Case 1 - Results")[
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// table with results
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#figure(
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placement: auto,
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tablex(
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columns: (30%,30%),
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auto-vlines: false,
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align: (left, right),
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[*Machine*], [*$F_1$ Score*],
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[TP-Link switch], [0.87],
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[HP switch], [0.98],
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[Asus router], [1.00],
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[Linksys router], [0.92]
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),
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supplement: [Table],
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kind: "table",
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caption: [Results of the detection of anomalous firmwares on networking devices.]
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)<tab-results>
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]
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#slide(title: "Test Case 2")[
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// table with modifications to the drone
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#slide(title: "Test Case 2 - Drone")[
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Five Scenarios:
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- *x2 Nominal*: Before and after modifications.
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- *Low Battery*: Supplied voltage below 11V
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- *x2 Malfunctioning Firmware*: Bugs in bootloader and battery module.
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]
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#slide(title: "Test Case 2 - Results")[
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#figure(
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tablex(
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auto-vlines: false,
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align: (left, right, right),
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columns: (30%,20%,30%),
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[*Scenario*],[*Accuracy*], [*Nbr. of Samples*],
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[Original],[1],[98],
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[Compiled],[1],[49],
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[Low Battery],[1],[44],
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[Bootloader Bug],[1],[50],
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[Battery Module Bug], [0.082],[39],
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),
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supplement: [Table],
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kind: "table",
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caption: [Results of the intrusion detection on the drone.]
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)<drone-results>
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]
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// if no results, present the setup and say why this is interesting and versatile
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#slide(title: "Test Case 3")[
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#slide(title: "Test Case 3 - General Purpose Computer")[
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#image("images/l3-setup.svg", width: 100%)
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]
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#slide(title: "Test Case 3 - Results")[
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Known attack (boot on external device) #sym.arrow Optimised threshold #sym.arrow $F_1$ Score: 100%
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]
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// possibly a slide about anomaly generation, maybe in futur work
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#slide(title: "Anomaly Infused Model (AIM)")[
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#align(center)[
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#image("images/Synthetic_vs_Normal_TPLINK.svg", height:100%)
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]
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]
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#slide(title: "Future Work")[
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- Evaluate performances with a wider variety of attacks.
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- Improve automatic computation of optimal threshold (anomaly generation)
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]
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#slide(title: "Conclusion")[
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]
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#focus-slide()[
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#align(center)[Thank you for your attention.]
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