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This commit adds the command handler for the RNG FI tests. Currently the csrng and edn tests are supported. Signed-off-by: Pascal Nasahl <[email protected]>
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fault_injection/configs/pen.global_fi.rng.csrng.cw310.yaml
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target: | ||
target_type: cw310 | ||
fpga_bitstream: "../objs/lowrisc_systems_chip_earlgrey_cw310_0.1.bit" | ||
force_program_bitstream: False | ||
fw_bin: "../objs/sca_ujson_fpga_cw310.bin" | ||
output_len_bytes: 16 | ||
target_clk_mult: 0.24 | ||
target_freq: 24000000 | ||
baudrate: 115200 | ||
protocol: "ujson" | ||
port: "/dev/ttyACM4" | ||
fisetup: | ||
fi_gear: "husky" | ||
fi_type: "voltage_glitch" | ||
parameter_generation: "random" | ||
# Voltage glitch width in cycles. | ||
glitch_width_min: 5 | ||
glitch_width_max: 150 | ||
glitch_width_step: 3 | ||
# Range for trigger delay in cycles. | ||
trigger_delay_min: 0 | ||
trigger_delay_max: 500 | ||
trigger_step: 10 | ||
# Number of iterations for the parameter sweep. | ||
num_iterations: 100 | ||
fiproject: | ||
# Project database type and memory threshold. | ||
project_db: "ot_fi_project" | ||
project_mem_threshold: 10000 | ||
# Store FI plot. | ||
show_plot: True | ||
num_plots: 10 | ||
plot_x_axis: "trigger_delay" | ||
plot_x_axis_legend: "[cycles]" | ||
plot_y_axis: "glitch_width" | ||
plot_y_axis_legend: "[cycles]" | ||
test: | ||
which_test: "rng_csrng_bias" | ||
expected_result: '{"res":0,"rand":[932170270,3480632584,387346064,186012424,899661374,2795183089,336687633,3222931513,1490543709,3319795384,3464147855,1850271046,1239323641,2292604615,3314177342,1567494162],"alerts":[0,0,0],"err_status":0}' | ||
# Set to true if the test should ignore alerts returned by the test. As the | ||
# alert handler on the device could sometime fire alerts that are not | ||
# related to the FI, ignoring is by default set to true. A manual analysis | ||
# still can be performed as the alerts are stored in the database. | ||
ignore_alerts: True |
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target: | ||
target_type: cw310 | ||
fpga_bitstream: "../objs/lowrisc_systems_chip_earlgrey_cw310_0.1.bit" | ||
force_program_bitstream: False | ||
fw_bin: "../objs/sca_ujson_fpga_cw310.bin" | ||
output_len_bytes: 16 | ||
target_clk_mult: 0.24 | ||
target_freq: 24000000 | ||
baudrate: 115200 | ||
protocol: "ujson" | ||
port: "/dev/ttyACM4" | ||
fisetup: | ||
fi_gear: "husky" | ||
fi_type: "voltage_glitch" | ||
parameter_generation: "random" | ||
# Voltage glitch width in cycles. | ||
glitch_width_min: 5 | ||
glitch_width_max: 150 | ||
glitch_width_step: 3 | ||
# Range for trigger delay in cycles. | ||
trigger_delay_min: 0 | ||
trigger_delay_max: 500 | ||
trigger_step: 10 | ||
# Number of iterations for the parameter sweep. | ||
num_iterations: 100 | ||
fiproject: | ||
# Project database type and memory threshold. | ||
project_db: "ot_fi_project" | ||
project_mem_threshold: 10000 | ||
# Store FI plot. | ||
show_plot: True | ||
num_plots: 10 | ||
plot_x_axis: "trigger_delay" | ||
plot_x_axis_legend: "[cycles]" | ||
plot_y_axis: "glitch_width" | ||
plot_y_axis_legend: "[cycles]" | ||
test: | ||
which_test: "rng_edn_resp_ack" | ||
expected_result: '{"collisions":0,"rand":[0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0],"alerts":[0,0,0],"err_status":0}' | ||
# Set to true if the test should ignore alerts returned by the test. As the | ||
# alert handler on the device could sometime fire alerts that are not | ||
# related to the FI, ignoring is by default set to true. A manual analysis | ||
# still can be performed as the alerts are stored in the database. | ||
ignore_alerts: True |
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#!/usr/bin/env python3 | ||
# Copyright lowRISC contributors. | ||
# Licensed under the Apache License, Version 2.0, see LICENSE for details. | ||
# SPDX-License-Identifier: Apache-2.0 | ||
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import json | ||
import logging | ||
from datetime import datetime | ||
from pathlib import Path | ||
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import yaml | ||
from fi_gear.fi_gear import FIGear | ||
from project_library.project import FIProject, FISuccess, ProjectConfig | ||
from tqdm import tqdm | ||
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import util.helpers as helpers | ||
from target.communication.fi_rng_commands import OTFIRng | ||
from target.targets import Target, TargetConfig | ||
from util import plot | ||
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logger = logging.getLogger() | ||
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def setup(cfg: dict, project: Path): | ||
""" Setup target, FI gear, and project. | ||
Args: | ||
cfg: The configuration for the current experiment. | ||
project: The path for the project file. | ||
Returns: | ||
The target, FI gear, and project. | ||
""" | ||
# Calculate pll_frequency of the target. | ||
# target_freq = pll_frequency * target_clk_mult | ||
# target_clk_mult is a hardcoded constant in the FPGA bitstream. | ||
cfg["target"]["pll_frequency"] = cfg["target"]["target_freq"] / cfg["target"]["target_clk_mult"] | ||
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# Create target config & setup target. | ||
logger.info(f"Initializing target {cfg['target']['target_type']} ...") | ||
target_cfg = TargetConfig( | ||
target_type = cfg["target"]["target_type"], | ||
fw_bin = cfg["target"]["fw_bin"], | ||
protocol = cfg["target"]["protocol"], | ||
pll_frequency = cfg["target"]["pll_frequency"], | ||
bitstream = cfg["target"].get("fpga_bitstream"), | ||
force_program_bitstream = cfg["target"].get("force_program_bitstream"), | ||
baudrate = cfg["target"].get("baudrate"), | ||
port = cfg["target"].get("port"), | ||
output_len = cfg["target"].get("output_len_bytes"), | ||
usb_serial = cfg["target"].get("usb_serial") | ||
) | ||
target = Target(target_cfg) | ||
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# Init FI gear. | ||
fi_gear = FIGear(cfg) | ||
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# Init project. | ||
project_cfg = ProjectConfig(type = cfg["fiproject"]["project_db"], | ||
path = project, | ||
overwrite = True, | ||
fi_threshold = cfg["fiproject"].get("project_mem_threshold") | ||
) | ||
project = FIProject(project_cfg) | ||
project.create_project() | ||
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return target, fi_gear, project | ||
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def print_fi_statistic(fi_results: list) -> None: | ||
""" Print FI Statistic. | ||
Prints the number of FISuccess.SUCCESS, FISuccess.EXPRESPONSE, and | ||
FISuccess.NORESPONSE. | ||
Args: | ||
fi_results: The FI results. | ||
""" | ||
num_total = len(fi_results) | ||
num_succ = round((fi_results.count(FISuccess.SUCCESS) / num_total) * 100, 2) | ||
num_exp = round((fi_results.count(FISuccess.EXPRESPONSE) / num_total) * 100, 2) | ||
num_no = round((fi_results.count(FISuccess.NORESPONSE) / num_total) * 100, 2) | ||
logger.info(f"{num_total} faults, {fi_results.count(FISuccess.SUCCESS)}" | ||
f"({num_succ}%) successful, {fi_results.count(FISuccess.EXPRESPONSE)}" | ||
f"({num_exp}%) expected, and {fi_results.count(FISuccess.NORESPONSE)}" | ||
f"({num_no}%) no response.") | ||
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def fi_parameter_sweep(cfg: dict, target: Target, fi_gear, | ||
project: FIProject, ot_communication: OTFIRng) -> None: | ||
""" Fault parameter sweep. | ||
Sweep through the fault parameter space. | ||
Args: | ||
cfg: The FI project configuration. | ||
target: The OpenTitan target. | ||
fi_gear: The FI gear to use. | ||
project: The project to store the results. | ||
ot_communication: The OpenTitan RNG FI communication interface. | ||
Returns: | ||
device_id: The ID of the target device. | ||
""" | ||
# Configure the RNG FI code on the target. | ||
device_id = ot_communication.init(cfg["test"]["which_test"]) | ||
# Store results in array for a quick access. | ||
fi_results = [] | ||
# Start the parameter sweep. | ||
remaining_iterations = fi_gear.get_num_fault_injections() | ||
with tqdm(total=remaining_iterations, desc="Injecting", ncols=80, | ||
unit=" different faults") as pbar: | ||
while remaining_iterations > 0: | ||
# Get fault parameters (e.g., trigger delay, glitch voltage). | ||
fault_parameters = fi_gear.generate_fi_parameters() | ||
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# Arm the FI gear. | ||
fi_gear.arm_trigger(fault_parameters) | ||
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# Start test on OpenTitan. | ||
ot_communication.start_test(cfg) | ||
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# Read response. | ||
response = ot_communication.read_response(max_tries=30) | ||
response_compare = response | ||
expected_response = cfg["test"]["expected_result"] | ||
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# Compare response. If no response is received, the device mostly | ||
# crashed or was resetted. | ||
if response_compare == "": | ||
# No UART response received. | ||
fi_result = FISuccess.NORESPONSE | ||
# Resetting OT as it most likely crashed. | ||
ot_communication = target.reset_target(com_reset = True) | ||
# Re-establish UART connection. | ||
ot_communication = OTFIRng(target) | ||
# Configure the RNG FI code on the target. | ||
ot_communication.init(cfg["test"]["which_test"]) | ||
# Reset FIGear if necessary. | ||
fi_gear.reset() | ||
else: | ||
# If the test decides to ignore alerts triggered by the alert | ||
# handler, remove it from the received and expected response. | ||
# In the database, the received alert is still available for | ||
# further diagnosis. | ||
if cfg["test"]["ignore_alerts"]: | ||
resp_json = json.loads(response_compare) | ||
exp_json = json.loads(expected_response) | ||
if "alerts" in resp_json: | ||
del resp_json["alerts"] | ||
response_compare = json.dumps(resp_json, | ||
separators=(',', ':')) | ||
if "alerts" in exp_json: | ||
del exp_json["alerts"] | ||
expected_response = json.dumps(exp_json, | ||
separators=(',', ':')) | ||
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# Check if result is expected result (FI failed) or unexpected | ||
# result (FI successful). | ||
fi_result = FISuccess.SUCCESS | ||
if response_compare == expected_response: | ||
# Expected result received. No FI effect. | ||
fi_result = FISuccess.EXPRESPONSE | ||
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# Store result into FIProject. | ||
project.append_firesult( | ||
response = response, | ||
fi_result = fi_result, | ||
trigger_delay = fault_parameters.get("trigger_delay"), | ||
glitch_voltage = fault_parameters.get("glitch_voltage"), | ||
glitch_width = fault_parameters.get("glitch_width"), | ||
x_pos = fault_parameters.get("x_pos"), | ||
y_pos = fault_parameters.get("y_pos") | ||
) | ||
fi_results.append(fi_result) | ||
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remaining_iterations -= 1 | ||
pbar.update(1) | ||
print_fi_statistic(fi_results) | ||
return device_id | ||
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def print_plot(project: FIProject, config: dict, file: Path) -> None: | ||
""" Print plot of traces. | ||
Printing the plot helps to narrow down the fault injection parameters. | ||
Args: | ||
project: The project containing the traces. | ||
config: The capture configuration. | ||
file: The file path. | ||
""" | ||
if config["fiproject"]["show_plot"]: | ||
plot.save_fi_plot_to_file(config, project, file) | ||
logger.info("Created plot.") | ||
logger.info(f'Created plot: ' | ||
f'{Path(str(file) + ".html").resolve()}') | ||
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def main(argv=None): | ||
# Configure the logger. | ||
logger.setLevel(logging.INFO) | ||
console = logging.StreamHandler() | ||
logger.addHandler(console) | ||
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# Parse the provided arguments. | ||
args = helpers.parse_arguments(argv) | ||
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# Load configuration from file. | ||
with open(args.cfg) as f: | ||
cfg = yaml.load(f, Loader=yaml.FullLoader) | ||
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# Setup the target, FI gear, and project. | ||
target, fi_gear, project = setup(cfg, args.project) | ||
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# Establish communication interface with OpenTitan. | ||
ot_communication = OTFIRng(target) | ||
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# FI parameter sweep. | ||
device_id = fi_parameter_sweep(cfg, target, fi_gear, project, ot_communication) | ||
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# Print plot. | ||
print_plot(project.get_firesults(start=0, end=cfg["fiproject"]["num_plots"]), | ||
cfg, args.project) | ||
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# Save metadata. | ||
metadata = {} | ||
metadata["device_id"] = device_id | ||
metadata["datetime"] = datetime.now().strftime("%m/%d/%Y, %H:%M:%S") | ||
# Store bitstream information. | ||
metadata["fpga_bitstream_path"] = cfg["target"].get("fpga_bitstream") | ||
if cfg["target"].get("fpga_bitstream") is not None: | ||
metadata["fpga_bitstream_crc"] = helpers.file_crc(cfg["target"]["fpga_bitstream"]) | ||
if args.save_bitstream: | ||
metadata["fpga_bitstream"] = helpers.get_binary_blob(cfg["target"]["fpga_bitstream"]) | ||
# Store binary information. | ||
metadata["fw_bin_path"] = cfg["target"]["fw_bin"] | ||
metadata["fw_bin_crc"] = helpers.file_crc(cfg["target"]["fw_bin"]) | ||
if args.save_binary: | ||
metadata["fw_bin"] = helpers.get_binary_blob(cfg["target"]["fw_bin"]) | ||
# Store user provided notes. | ||
metadata["notes"] = args.notes | ||
# Store the Git hash. | ||
metadata["git_hash"] = helpers.get_git_hash() | ||
# Write metadata into project database. | ||
project.write_metadata(metadata) | ||
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# Save and close project. | ||
project.save() | ||
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if __name__ == "__main__": | ||
main() |
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