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Arthur Grisel-Davy 2024-09-23 12:10:25 -04:00
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@ -12,7 +12,7 @@
#title-slide(
author: [Arthur Grisel-Davy],
title: "Seminar: Process-Power Consistency as Sanity Check",
title: "Process List Verification with Power Analysis",
subtitle: "Subtitle",
date: "September 2024",
extra: ""
@ -29,28 +29,15 @@
#slide(title:"State of the IDS")[
// Process masquerading is trivialy posible and used by many attacks (Mitre AttCK list)
#line-by-line[
- #text(weight:"bold")[Known Attacks] #cite(label("mitre_masquerade"), supplement:"MITRE"): AcroRD32.exe (Adobe), kb-10233.exe (Windows Update), mfevtpse.exe (McAfee).
- #text(weight:"bold")[Technics:]
- #box(baseline: 60%, height:2em, image("images/linux.svg", height:100%)): Bind Mounts @mount, #text(fill:red)[find more]
- #box(baseline: 60%, height:2em, image("images/windows.svg", height:100%)): msdtc.exe , #text(fill:red)[find more]
#text(weight:"bold")[Known Attacks:]
- AcroRD32.exe (Adobe), kb-10233.exe (Windows Update), mfevtpse.exe (McAfee).
- Azazel Rootkit
- Adore-ng Rootkit
- DLL Injections (in explorer.exe)
- Direct Kernel Object Manipulation (FU Rootkit)
- Hooking System Calls (t0rn Rootkit)
]
]
#slide(title:"State of the IDS")[
// Countermeasure to process masquerading
Listed by MITRE|ATT&CK:
- Monitor OS API Calls (e.g. forks)
- Monitor process creation source.
Listed by Red Canary:
- Heuristic on process properties (name, location, etc.)
#uncover(2)[#align(center)[#text(fill:red, weight:"bold")[All Host-Based Methods!]]]
]
#slide(title:"State of the IDS")[
#align(center)[
@ -78,10 +65,10 @@ You should not trust data comming from a the device to protect, it might have be
// Why is it correlated with the process list
// Why is it the best/most practical side-channel
Power is:
- Easy to measure (at high sampling rate)
- Easy & cheap to measure (at high sampling rate)
- Position independant
- Ubiquitus
- Scaling from global to granular
- Ubiquitous
// - Scaling from global to granular
]
#slide(title: "Problem Statement")[
@ -101,7 +88,7 @@ Power is:
#slide(title:"Input Data - Power")[
- Cable current #sym.arrow current clamp #sym.arrow ADC #sym.arrow server
- Capure: 10ksps
- Downsample: 2 SPS with average and median aggregation. #text(red)[check the specifics]
- Downsample: 2 SPS with average and median aggregation.
]
@ -111,7 +98,7 @@ Power is:
#slide(title: "Input Data - Processes")[
#for i in range(10){
#for i in range(9){
[#only(i+1)[#image("images/processes_"+str(i+1)+".svg", height:100%)]]
}
@ -171,11 +158,20 @@ Power is:
#only(2)[#align(center)[#image("images/states_ts.svg", height:100%)]]
]
#slide(title:"Future Works")[
- Collect more and better data.
- Developp a benchmark for attack detection.
]
#slide(title:"Conclusion and Future Works")[
#slide(title:"Bibliography")[
#bibliography("biblio.yml")
#text(weight:"bold")[Conclusion:]
- Exploitable relationship processes-power
- Many applicable methods #sym.arrow robustness
- Large range of targets
#uncover(2)[
#text(weight:"bold")[Next Steps:]
- Collect more and better data
- Try methods on other devices
- Developp a benchmark for attack detection
- Decomposition Approach
- Extract process information from decomposed abnormal time series
- Benchmark against MLP approach
]
]