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authorvojtechsu2023-11-24 12:07:44 +0100
committerJ08nY2023-12-05 14:06:07 +0100
commitf3083bdd918054d98581a6979c182ca5b72d2758 (patch)
tree82c43a6ed8f3af1d6947fdf1d1738eaff83694b5 /pyecsca/ec
parent068dff3d7de2332ce04078dbd52fc928ac515726 (diff)
downloadpyecsca-f3083bdd918054d98581a6979c182ca5b72d2758.tar.gz
pyecsca-f3083bdd918054d98581a6979c182ca5b72d2758.tar.zst
pyecsca-f3083bdd918054d98581a6979c182ca5b72d2758.zip
Fix efd load
Diffstat (limited to 'pyecsca/ec')
-rw-r--r--pyecsca/ec/formula_gen/formula_playground.ipynb197
-rw-r--r--pyecsca/ec/formula_gen/test.py5
2 files changed, 188 insertions, 14 deletions
diff --git a/pyecsca/ec/formula_gen/formula_playground.ipynb b/pyecsca/ec/formula_gen/formula_playground.ipynb
index 9c406ca..f1f9e90 100644
--- a/pyecsca/ec/formula_gen/formula_playground.ipynb
+++ b/pyecsca/ec/formula_gen/formula_playground.ipynb
@@ -2,7 +2,7 @@
"cells": [
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
@@ -17,13 +17,24 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 2,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "data": {
+ "image/png": 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",
+ "text/plain": [
+ "<Figure size 1200x1200 with 1 Axes>"
+ ]
+ },
+ "metadata": {},
+ "output_type": "display_data"
+ }
+ ],
"source": [
"\"\"\" Draw formula \"\"\"\n",
"coordinate_name = \"jacobian\"\n",
- "model = ShortWeierstrassModel\n",
+ "model = ShortWeierstrassModel()\n",
"name = \"add-1998-cmo-2\"\n",
"formula = load_efd_formulas(coordinate_name,model)[name]\n",
"graph = EFDFormulaGraph()\n",
@@ -39,7 +50,7 @@
"source": [
"\"\"\" Draw all formulas \"\"\"\n",
"coordinate_name = \"jacobian\"\n",
- "model = ShortWeierstrassModel\n",
+ "model = ShortWeierstrassModel()\n",
"for name, formula in load_efd_formulas(coordinate_name,model).items():\n",
" graph = EFDFormulaGraph()\n",
" graph.construct_graph(formula)\n",
@@ -48,13 +59,27 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 3,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "{'output': 1.0, 'ivs': 0.9565217391304348}\n",
+ "{'output': 1.0, 'ivs': 0.9565217391304348}\n",
+ "{'output': 1.0, 'ivs': 0.9565217391304348}\n",
+ "{'output': 1.0, 'ivs': 0.9565217391304348}\n",
+ "{'output': 1.0, 'ivs': 0.9565217391304348}\n",
+ "{'output': 1.0, 'ivs': 0.9565217391304348}\n",
+ "{'output': 1.0, 'ivs': 0.9565217391304348}\n"
+ ]
+ }
+ ],
"source": [
"\"\"\"Measure similarity of fliparood formulas \"\"\"\n",
"coordinate_name = \"jacobian\"\n",
- "model = ShortWeierstrassModel\n",
+ "model = ShortWeierstrassModel()\n",
"name = \"add-1998-cmo-2\"\n",
"formula = load_efd_formulas(coordinate_name,model)[name]\n",
"for _,fliparood in generate_fliparood_formulas(formula):\n",
@@ -63,13 +88,21 @@
},
{
"cell_type": "code",
- "execution_count": null,
+ "execution_count": 4,
"metadata": {},
- "outputs": [],
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "Number of flips: 2, similarity: 1.0\n"
+ ]
+ }
+ ],
"source": [
"\"\"\"Greedy fliparoo to connect two formulas \"\"\"\n",
"coordinate_name = \"jacobian-3\"\n",
- "model = ShortWeierstrassModel\n",
+ "model = ShortWeierstrassModel()\n",
"name = \"add-1998-cmo-2\"\n",
"formula = load_efd_formulas(coordinate_name,model)[name]\n",
"lib_formula = load_library_formulas()[\"add-openssl-z256\"]\n",
@@ -124,6 +157,148 @@
" similarity = metric(closest_efd)\n",
" print(f\"{name}. Closest match: {closest_efd.name}, similarity={similarity}, fliparoos={len(chains)}, switches={len(switch)}\")"
]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 3,
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "KeyboardInterrupt",
+ "evalue": "",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mKeyboardInterrupt\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[3], line 3\u001b[0m\n\u001b[1;32m 1\u001b[0m \u001b[39mimport\u001b[39;00m \u001b[39mpickle\u001b[39;00m\n\u001b[1;32m 2\u001b[0m \u001b[39mwith\u001b[39;00m \u001b[39mopen\u001b[39m(\u001b[39m\"\u001b[39m\u001b[39mjacobian\u001b[39m\u001b[39m\"\u001b[39m,\u001b[39m\"\u001b[39m\u001b[39mrb\u001b[39m\u001b[39m\"\u001b[39m) \u001b[39mas\u001b[39;00m f:\n\u001b[0;32m----> 3\u001b[0m projective \u001b[39m=\u001b[39m pickle\u001b[39m.\u001b[39;49mload(f)\n",
+ "File \u001b[0;32m~/piecka/pyecsca/pyecsca/ec/op.py:149\u001b[0m, in \u001b[0;36mCodeOp.__setstate__\u001b[0;34m(self, state)\u001b[0m\n\u001b[1;32m 148\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39m__setstate__\u001b[39m(\u001b[39mself\u001b[39m, state):\n\u001b[0;32m--> 149\u001b[0m state[\u001b[39m\"\u001b[39m\u001b[39mcode\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m=\u001b[39m parse(state[\u001b[39m\"\u001b[39;49m\u001b[39mcode\u001b[39;49m\u001b[39m\"\u001b[39;49m], mode\u001b[39m=\u001b[39;49m\u001b[39m\"\u001b[39;49m\u001b[39mexec\u001b[39;49m\u001b[39m\"\u001b[39;49m)\n\u001b[1;32m 150\u001b[0m state[\u001b[39m\"\u001b[39m\u001b[39mcompiled\u001b[39m\u001b[39m\"\u001b[39m] \u001b[39m=\u001b[39m \u001b[39mcompile\u001b[39m(state[\u001b[39m\"\u001b[39m\u001b[39mcode\u001b[39m\u001b[39m\"\u001b[39m], \u001b[39m\"\u001b[39m\u001b[39m\"\u001b[39m, mode\u001b[39m=\u001b[39m\u001b[39m\"\u001b[39m\u001b[39mexec\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[1;32m 151\u001b[0m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m\u001b[39m__dict__\u001b[39m\u001b[39m.\u001b[39mupdate(state)\n",
+ "File \u001b[0;32m/usr/lib/python3.10/ast.py:50\u001b[0m, in \u001b[0;36mparse\u001b[0;34m(source, filename, mode, type_comments, feature_version)\u001b[0m\n\u001b[1;32m 48\u001b[0m feature_version \u001b[39m=\u001b[39m \u001b[39m-\u001b[39m\u001b[39m1\u001b[39m\n\u001b[1;32m 49\u001b[0m \u001b[39m# Else it should be an int giving the minor version for 3.x.\u001b[39;00m\n\u001b[0;32m---> 50\u001b[0m \u001b[39mreturn\u001b[39;00m \u001b[39mcompile\u001b[39;49m(source, filename, mode, flags,\n\u001b[1;32m 51\u001b[0m _feature_version\u001b[39m=\u001b[39;49mfeature_version)\n",
+ "\u001b[0;31mKeyboardInterrupt\u001b[0m: "
+ ]
+ }
+ ],
+ "source": [
+ "import pickle\n",
+ "with open(\"jacobian\",\"rb\") as f:\n",
+ " projective = pickle.load(f)"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "([],\n",
+ " (Node(iv4 = X1-iv2), Node(iv5 = iv3-Y1)),\n",
+ " AdditionEFDFormula(madd-2008-g for shortw/jacobian))"
+ ]
+ },
+ "execution_count": 6,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "projective['madd-2008-g'][1]"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 4,
+ "metadata": {},
+ "outputs": [
+ {
+ "ename": "AttributeError",
+ "evalue": "'ShortWeierstrassModel' object has no attribute 'parameter_names'",
+ "output_type": "error",
+ "traceback": [
+ "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
+ "\u001b[0;31mAttributeError\u001b[0m Traceback (most recent call last)",
+ "Cell \u001b[0;32mIn[4], line 4\u001b[0m\n\u001b[1;32m 2\u001b[0m ivsets \u001b[39m=\u001b[39m []\n\u001b[1;32m 3\u001b[0m \u001b[39mfor\u001b[39;00m _,_,formula \u001b[39min\u001b[39;00m formulas:\n\u001b[0;32m----> 4\u001b[0m m \u001b[39m=\u001b[39m metrics\u001b[39m.\u001b[39;49mivs_norm(formula)\n\u001b[1;32m 5\u001b[0m \u001b[39mif\u001b[39;00m \u001b[39mnot\u001b[39;00m m \u001b[39min\u001b[39;00m ivsets:\n\u001b[1;32m 6\u001b[0m ivsets\u001b[39m.\u001b[39mappend(m)\n",
+ "File \u001b[0;32m~/piecka/pyecsca/pyecsca/ec/formula_gen/metrics.py:43\u001b[0m, in \u001b[0;36mivs_norm\u001b[0;34m(one)\u001b[0m\n\u001b[1;32m 42\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39mivs_norm\u001b[39m(one: Formula):\n\u001b[0;32m---> 43\u001b[0m one_unroll \u001b[39m=\u001b[39m unroll_formula(one)\n\u001b[1;32m 44\u001b[0m one_results \u001b[39m=\u001b[39m {}\n\u001b[1;32m 45\u001b[0m \u001b[39mfor\u001b[39;00m name, value \u001b[39min\u001b[39;00m one_unroll:\n",
+ "File \u001b[0;32m~/piecka/pyecsca/pyecsca/sca/re/zvp.py:68\u001b[0m, in \u001b[0;36munroll_formula\u001b[0;34m(formula)\u001b[0m\n\u001b[1;32m 60\u001b[0m \u001b[39m@public\u001b[39m\n\u001b[1;32m 61\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39munroll_formula\u001b[39m(formula: Formula) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m List[Tuple[\u001b[39mstr\u001b[39m, Poly]]:\n\u001b[1;32m 62\u001b[0m \u001b[39m \u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 63\u001b[0m \u001b[39m Unroll a given formula symbolically to obtain symbolic expressions (as Polynomials) for its intermediate values.\u001b[39;00m\n\u001b[1;32m 64\u001b[0m \n\u001b[1;32m 65\u001b[0m \u001b[39m :param formula: Formula to unroll.\u001b[39;00m\n\u001b[1;32m 66\u001b[0m \u001b[39m :return: List of symbolic intermediate values, with associated variable names.\u001b[39;00m\n\u001b[1;32m 67\u001b[0m \u001b[39m \"\"\"\u001b[39;00m\n\u001b[0;32m---> 68\u001b[0m values \u001b[39m=\u001b[39m unroll_formula_expr(formula)\n\u001b[1;32m 69\u001b[0m polys \u001b[39m=\u001b[39m []\n\u001b[1;32m 70\u001b[0m \u001b[39mfor\u001b[39;00m name, result \u001b[39min\u001b[39;00m values:\n",
+ "File \u001b[0;32m~/piecka/pyecsca/pyecsca/sca/re/zvp.py:29\u001b[0m, in \u001b[0;36munroll_formula_expr\u001b[0;34m(formula)\u001b[0m\n\u001b[1;32m 19\u001b[0m \u001b[39m@public\u001b[39m\n\u001b[1;32m 20\u001b[0m \u001b[39mdef\u001b[39;00m \u001b[39munroll_formula_expr\u001b[39m(formula: Formula) \u001b[39m-\u001b[39m\u001b[39m>\u001b[39m List[Tuple[\u001b[39mstr\u001b[39m, Expr]]:\n\u001b[1;32m 21\u001b[0m \u001b[39m \u001b[39m\u001b[39m\"\"\"\u001b[39;00m\n\u001b[1;32m 22\u001b[0m \u001b[39m Unroll a given formula symbolically to obtain symbolic expressions for its intermediate values.\u001b[39;00m\n\u001b[1;32m 23\u001b[0m \n\u001b[1;32m 24\u001b[0m \u001b[39m :param formula: Formula to unroll.\u001b[39;00m\n\u001b[1;32m 25\u001b[0m \u001b[39m :return: List of symbolic intermediate values, with associated variable names.\u001b[39;00m\n\u001b[1;32m 26\u001b[0m \u001b[39m \"\"\"\u001b[39;00m\n\u001b[1;32m 27\u001b[0m params \u001b[39m=\u001b[39m {\n\u001b[1;32m 28\u001b[0m var: symbols(var)\n\u001b[0;32m---> 29\u001b[0m \u001b[39mfor\u001b[39;00m var \u001b[39min\u001b[39;00m formula\u001b[39m.\u001b[39;49mcoordinate_model\u001b[39m.\u001b[39;49mcurve_model\u001b[39m.\u001b[39;49mparameter_names\n\u001b[1;32m 30\u001b[0m }\n\u001b[1;32m 31\u001b[0m inputs \u001b[39m=\u001b[39m {\n\u001b[1;32m 32\u001b[0m \u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mvar\u001b[39m}\u001b[39;00m\u001b[39m{\u001b[39;00mi\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m: symbols(\u001b[39mf\u001b[39m\u001b[39m\"\u001b[39m\u001b[39m{\u001b[39;00mvar\u001b[39m}\u001b[39;00m\u001b[39m{\u001b[39;00mi\u001b[39m}\u001b[39;00m\u001b[39m\"\u001b[39m)\n\u001b[1;32m 33\u001b[0m \u001b[39mfor\u001b[39;00m var \u001b[39min\u001b[39;00m formula\u001b[39m.\u001b[39mcoordinate_model\u001b[39m.\u001b[39mvariables\n\u001b[1;32m 34\u001b[0m \u001b[39mfor\u001b[39;00m i \u001b[39min\u001b[39;00m \u001b[39mrange\u001b[39m(\u001b[39m1\u001b[39m, formula\u001b[39m.\u001b[39mnum_inputs \u001b[39m+\u001b[39m \u001b[39m1\u001b[39m)\n\u001b[1;32m 35\u001b[0m }\n\u001b[1;32m 36\u001b[0m \u001b[39mfor\u001b[39;00m coord_assumption \u001b[39min\u001b[39;00m formula\u001b[39m.\u001b[39mcoordinate_model\u001b[39m.\u001b[39massumptions:\n",
+ "\u001b[0;31mAttributeError\u001b[0m: 'ShortWeierstrassModel' object has no attribute 'parameter_names'"
+ ]
+ }
+ ],
+ "source": [
+ "\n",
+ "for name, formulas in projective.items():\n",
+ " ivsets = []\n",
+ " for _,_,formula in formulas:\n",
+ " m = metrics.ivs_norm(formula)\n",
+ " if not m in ivsets:\n",
+ " ivsets.append(m)\n",
+ " print(name,len(formulas),len(ivsets))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 6,
+ "metadata": {},
+ "outputs": [
+ {
+ "name": "stdout",
+ "output_type": "stream",
+ "text": [
+ "add-2015-rcb 1171\n",
+ "madd-2015-rcb 146\n",
+ "add-2002-bj 85\n",
+ "mmadd-1998-cmo 26\n",
+ "add-1998-cmo-2 25\n",
+ "add-2007-bl 113\n",
+ "madd-1998-cmo 26\n",
+ "add-1998-cmo 1683\n",
+ "dbl-1998-cmo-2 25\n",
+ "dbl-2007-bl 16\n",
+ "dbl-2015-rcb 146\n",
+ "dbl-1998-cmo 49\n",
+ "mdbl-2007-bl 36\n",
+ "499\n"
+ ]
+ }
+ ],
+ "source": [
+ "ivsets = []\n",
+ "for name, formulas in projective.items():\n",
+ " for _,_,formula in formulas:\n",
+ " m = metrics.ivs_norm(formula)\n",
+ " if not m in ivsets:\n",
+ " ivsets.append(m)\n",
+ " print(name,len(formulas))\n",
+ "print(len(ivsets))"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": 5,
+ "metadata": {},
+ "outputs": [
+ {
+ "data": {
+ "text/plain": [
+ "['a', 'b']"
+ ]
+ },
+ "execution_count": 5,
+ "metadata": {},
+ "output_type": "execute_result"
+ }
+ ],
+ "source": [
+ "ShortWeierstrassModel().parameter_names"
+ ]
+ },
+ {
+ "cell_type": "code",
+ "execution_count": null,
+ "metadata": {},
+ "outputs": [],
+ "source": []
}
],
"metadata": {
diff --git a/pyecsca/ec/formula_gen/test.py b/pyecsca/ec/formula_gen/test.py
index b9a79d7..5f307a5 100644
--- a/pyecsca/ec/formula_gen/test.py
+++ b/pyecsca/ec/formula_gen/test.py
@@ -103,7 +103,7 @@ def test_formula(formula, library=False):
def load_efd_formulas(coordinate_name, model):
- formulas = model().coordinates[coordinate_name].formulas
+ formulas = model.coordinates[coordinate_name].formulas
return {name: f for name, f in formulas.items() if "add" in name or "dbl" in name}
@@ -115,8 +115,7 @@ def load_library_formulas(coordinates=None):
for name, model, coords, _, formula_type in LIBRARY_FORMULAS:
if coordinates is not None and coordinates!=coords:
continue
- model = model()
- coordinate_model = model.coordinates[coords]
+ coordinate_model = model().coordinates[coords]
lib_path = Path("../../../test/data/formulas")
with as_file(lib_path.joinpath(name)) as meta_path, as_file(
lib_path.joinpath(name + ".op3")