first final version presentation BPV QRS

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Arthur 2023-10-20 14:43:28 -04:00
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2 changed files with 991 additions and 33 deletions

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