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OTBN Formal Masking Verification Using Alma

This directory contains support files to formally verify the OTBN core using the tool Alma: Execution-aware Masking Verification.

Prerequisites

Note that this flow is experimental. It has been developed using Yosys v0.15 (this also works: v0.9+4306 (git sha1 3931b3a03)), sv2v v0.0.9-24-gf868f06 and Verilator 4.106 (2020-12-02 rev v4.106). Other tool versions might not be compatible.

  1. Download the Alma tool from this specific repo and check out to the coco-otbn-latest branch of the tool

    git clone [email protected]:abdullahvarici/coco-alma.git -b coco-otbn-latest

    Enter the directory using

    cd coco-alma

    Set up a new virtual Python environment

    python3 -m venv dev
source dev/bin/activate

    And install the Python requirements

    pip3 install -r requirements.txt

    Update examples/otbn/config.json to point correct locations for asm, objdump and rv_objdump.

  2. Generate a Verilog netlist

    A netlist of the DUT can be generated using the Yosys synthesis flow from the OpenTitan repository. From the OpenTitan top level, run

    cd hw/ip/otbn/pre_syn

    Set up the synthesis flow as described in the corresponding README. Then run the synthesis

    ./syn_yosys.sh

Formally verifying the masking of the OTBN core

After downloading the Alma tool, installing dependencies and synthesizing OTBN, the masking can finally be formally verified.

  1. Enter the directory where you have downloaded Alma and load the virtual Python environment.

    source dev/bin/activate

  2. Make sure to source the build_consts.sh script from the OpenTitan repository in order to set up some shell variables.

    source ../opentitan/util/build_consts.sh

  3. Launch the Alma tool to parse, assemble, trace (simulate) and formally verify the netlist. For simplicity, a single script is provided to launch all the required steps with a single command. Simply run:

    ${REPO_TOP}/hw/ip/otbn/pre_sca/alma/verify_otbn.sh

    This should produce output similar to the one below:

    Verifying OTBN using Alma
Starting yosys synthesis...
| CircuitGraph | Total: 234238 | Linear: 22351 | Non-linear: 107502 | Registers: 21338 | Mux: 41352 |
parse.py successful (755.32s)
INSTR_LIMIT =  128
Using program file:  programs/isw_and.S
Using build directory: [build_directory]
Using netlist path: ../../tmp/circuit.v
Wrote verilator testbench to [build_directory]/verilator_tb.c
It produces output VCD at [build_directory]/circuit.vcd
1: Running verilator on given netlist
2: Compiling verilated netlist library
3: Compiling provided verilator testbench
4: Simulating circuit and generating VCD
Line 0: WDR label found - u_otbn_core.u_otbn_rf_bignum.gen_rf_bignum_ff.u_otbn_rf_bignum_inner.rf [7800] = secret 0
Line 1: WDR label found - u_otbn_core.u_otbn_rf_bignum.gen_rf_bignum_ff.u_otbn_rf_bignum_inner.rf [7488] = secret 0
Line 2: WDR label found - u_otbn_core.u_otbn_rf_bignum.gen_rf_bignum_ff.u_otbn_rf_bignum_inner.rf [7176] = secret 1
Line 3: WDR label found - u_otbn_core.u_otbn_rf_bignum.gen_rf_bignum_ff.u_otbn_rf_bignum_inner.rf [6864] = secret 1
Line 4: WDR label found - u_otbn_core.u_otbn_rf_bignum.gen_rf_bignum_ff.u_otbn_rf_bignum_inner.rf [6552] = static_random
| CircuitGraph | Total: 234238 | Linear: 22351 | Non-linear: 107502 | Registers: 21338 | Mux: 41352 |
0 nodes are ignored.
tmp/circuit.vcd:57091: [WARNING] Entry for name clk_sys already exists in namemap (clk_sys -> #33)
tmp/circuit.vcd:57110: [WARNING] Entry for name imem_wdata_i already exists in namemap (imem_wdata_i -> $33)
tmp/circuit.vcd:57111: [WARNING] Entry for name imem_we_i already exists in namemap (imem_we_i -> &33)
tmp/circuit.vcd:57112: [WARNING] Entry for name imem_wmask_i already exists in namemap (imem_wmask_i -> \'33)
tmp/circuit.vcd:57116: [WARNING] Entry for name rst_sys_n already exists in namemap (rst_sys_n -> )33)
Waiting for initial delay cycles:  139
RST value:  1
1
Building formula for cycle 0:
vars 0 clauses 0
Checking cycle 0:
Checking secret 0 [1, 2]:
Checking secret 1 [3, 4]:
RST value:  1
1
Building formula for cycle 1:
vars 16 clauses 25
Checking cycle 1:
Checking secret 0 [17, 18]:
Checking secret 1 [19, 20]:
RST value:  1
1
Building formula for cycle 2:
vars 21103 clauses 57104
Checking cycle 2:
Checking secret 0 [21427, 21104]:
Checking secret 1 [21549, 21105]:
RST value:  1
1
Building formula for cycle 3:
vars 566836 clauses 1692708
Checking cycle 3:
Checking secret 0 [630522, 652105]:
Finished in 34.31
Writing a trace with the found error to [build_directory]/dbg-label-trace-0.txt
Writing a reduced circuit to [build_directory]/tmp/dbg-circuit-0.dot
The execution is not secure, here are some leaks:
leak 0: (cycle: 3, cell: mux _10580_[0], id: 223382)
3 stable  mux _10580_[0] vars   : ['s0:0', 's0:1']
3 stable  mux _10580_[0] signals: u_otbn_core.u_otbn_rf_bignum.gen_rf_bignum_ff.u_otbn_rf_bignum_inner.rf[7800] ^ u_otbn_core.u_otbn_rf_bignum.gen_rf_bignum_ff.u_otbn_rf_bignum_inner.rf[7488]

Individual steps in detail

Below we outline the individual steps performed by the verify_otbn.sh script. This is useful if you, e.g., want to verify the masking of your own module.

For more details, please refer to the Alma tutorial

  1. Make sure to source the build_consts.sh script from the OpenTitan repository in order to set up some shell variables.

    source ../opentitan/util/build_consts.sh

  2. The first step involves the parsing of the synthesized netlist.

    python3 parse.py --keep --top-module otbn_top_coco --log-yosys \
   --source ${REPO_TOP}/hw/ip/otbn/pre_sca/alma/rtl/ram_1p.v \
   ${REPO_TOP}/hw/ip/otbn/pre_syn/syn_out/latest/generated/otbn_core.alma.v \
   ${REPO_TOP}/hw/ip/otbn/pre_sca/alma/rtl/otbn_top_coco.v

  3. Next, run the assemble.py script to generate memory initialization file for OTBN.

    program=isw_and
cd examples/otbn
python3 assemble.py --program programs/${program}.S \
   --netlist ../../tmp/circuit.v
cd ../../

  4. Then, the Verilator testbench can be compiled and run. This step is required to identify control signals.

    python3 trace.py --testbench tmp/verilator_tb.c \
   --netlist tmp/circuit.v \
   --c-compiler gcc \
   --make-jobs 16

    Add -b argument to use cached object files from a previous Verilator run and save some time.

  5. Next, the automatically generated labeling file tmp/labels.txt needs to be adapted. This file tells Alma which inputs of the DUT correspond to the secret shares and which ones are used to provide randomness for (re-)masking. It is pretty tedious to compute the actual indices for bignum register file labels. Generate it with the following command:

    examples/otbn/labels/generate_bignum_rf_labels.py \
   -i examples/otbn/labels/${program}_labels.txt \
   -o tmp/labels_updated.txt -w 1 -s 0

  6. Finally the verification of the masking implementation can be started.

    python3 verify.py --json tmp/circuit.json \
   --top-module otbn_top_coco \
   --label tmp/labels_updated.txt \
   --vcd tmp/circuit.vcd \
   --checking-mode per-location \
   --rst-name rst_sys_n \
   --rst-phase 0 \
   --rst-cycles 2 \
   --init-delay 139 \
   --excluded-signals u_otbn_core.u_otbn_controller.rf_bignum_intg_err_i[0] \
   --dbg-signals otbn_cycle_cnt_o \
   --cycles 25 \
   --mode stable

Run the following command to see the waveform:

gtkwave tmp/circuit.vcd

Run the following command to see the circuit diagramm if there is a leakage:

xdot tmp/dbg-circuit-0.dot