Closed synctext closed 3 years ago
Hello,
I am working on my thesis "MAchine learning attacks on DRAM PUF" as part of my thesis, am currently looking for a dataset If anyone has a DRAM PUF dataset it would be really helpful.
interesting, machine learning attacks.. Have you seen the data above 'result of 10 SRAMs 23LC1024: • Length of bits: 524288'
Lots of detailed data
PUF technology is an emerging technology to store the essential part of a self-sovereign identity, the private key, in a tamper-proof manner. The private key is storage becomes volatile by using PUF technology [Patents].
Good intro:
Commercial product with SRAM PUF. Notes on how to use this feature
For TUDelft publication on PUF technology: "Modeling SRAM start-up behavior for physical unclonable functions". Lots more by Said Hamdioui plus Haji Akhundov. More Delft reports:
The popular 6Ts SRAM cell (see Fig. 2(a)) consists of two cross-coupled CMOS inverters formed by four transistors (Q 1 with Q5 and Q2 with Q6) and two pass transistors (Q3 and Q4). The pass transistors are used to access the cell for read and write operations. The bitline (BL), the compliment bitline (BLB) and the wordline (WL) are used to access the cell.
We simulate the start-up behavior of an SRAM cell using SPICE and BSIM4 65nm models. Process variation PDF for 65nm :![image](https://user-images.githubusercontent.com/325224/27855816-27150b34-616c-11e7-9a9d-dd5484403c82.png)
Boris Škorić from Eindhoven has published work in this field:
Open Source Sandia National Laboratories PUF Analysis Tool
Please find related PUF software and articles for next meeting.