From 669737e83d515eda8636f5d40cad60cf1bff5009 Mon Sep 17 00:00:00 2001 From: KiHoLee Date: Fri, 28 Aug 2026 20:31:50 +0900 Subject: [PATCH] Learned-key sensitivity, brute-force and real-token stages; legend order exp_learned.py completes the learned side of the result stages, so every figure can carry both realizations of keyed masking. real() holds the structured artifacts aside and restores them, since exp_real_sec writes fixed file names. replot_security.py ranks legend handles from one declared order at all three ax.legend call sites, so entries no longer follow plot-call order and drift between figures. --- code/check_consistency.py | 11 +++-- code/exp_learned.py | 78 +++++++++++++++++++++++++++++++ code/make_tables.py | 6 +-- code/replot_security.py | 67 +++++++++++++++++++------- data/real_sec_stats_learned.json | 32 +++++++++++++ data/real_sec_ter_learned.csv | 9 ++++ data/refresh_summary.csv | 4 +- data/sec_brute_learned.csv | 15 ++++++ data/sec_sens_learned.csv | 14 ++++++ fig/fig_sec_brute.pdf | Bin 34761 -> 35342 bytes fig/fig_sec_jam.pdf | Bin 40352 -> 40343 bytes fig/fig_sec_keylen.pdf | Bin 41907 -> 41775 bytes fig/fig_sec_kpa.pdf | Bin 35938 -> 35632 bytes fig/fig_sec_real.pdf | Bin 37534 -> 38085 bytes fig/fig_sec_sens.pdf | Bin 31170 -> 31698 bytes fig/fig_sec_snr.pdf | Bin 39953 -> 40070 bytes 16 files changed, 210 insertions(+), 26 deletions(-) create mode 100644 data/real_sec_stats_learned.json create mode 100644 data/real_sec_ter_learned.csv create mode 100644 data/sec_brute_learned.csv create mode 100644 data/sec_sens_learned.csv diff --git a/code/check_consistency.py b/code/check_consistency.py index 42ebd4e..3536e84 100644 --- a/code/check_consistency.py +++ b/code/check_consistency.py @@ -121,14 +121,14 @@ chk("perm KPA at N=6 near its own legitimate", # --- refresh ---------------------------------------------------------- rs = {x["scheme"]: x for x in rows("refresh_summary.csv")} chk("refresh 364.6 bits", - round(float(rs["Invariant"]["entropy_bits"]), 1) == 364.6, - "%.3f" % float(rs["Invariant"]["entropy_bits"])) + round(float(rs["Invariant, KM (str.)"]["entropy_bits"]), 1) == 364.6, + "%.3f" % float(rs["Invariant, KM (str.)"]["entropy_bits"])) chk("fixed key 23.8 bits", round(float(rs["None (fixed key)"]["entropy_bits"]), 1) == 23.8, "%.4f" % float(rs["None (fixed key)"]["entropy_bits"])) chk("invariant refresh free", - abs(float(rs["Invariant"]["legit"]) - float(rs["None (fixed key)"]["legit"])) - < 0.001, "%.4f vs %.4f" % (float(rs["Invariant"]["legit"]), + abs(float(rs["Invariant, KM (str.)"]["legit"]) - float(rs["None (fixed key)"]["legit"])) + < 0.001, "%.4f vs %.4f" % (float(rs["Invariant, KM (str.)"]["legit"]), float(rs["None (fixed key)"]["legit"]))) # --- real tokens ------------------------------------------------------ @@ -390,7 +390,8 @@ if HAVE_TEX: buf = io.StringIO() with contextlib.redirect_stdout(buf): make_tables.compare_table() - make_tables.maskfam_table() + # the key-family table was folded into the Section VI-F prose + pass make_tables.refresh_tables() rows = [r.strip() for r in buf.getvalue().split("\n") if r.rstrip().endswith(r"\\")] diff --git a/code/exp_learned.py b/code/exp_learned.py index b54942e..d955115 100644 --- a/code/exp_learned.py +++ b/code/exp_learned.py @@ -157,3 +157,81 @@ def main(): if __name__ == "__main__": main() + + +def sens(): + """Fig. 5's learned curve: eavesdropper SER against the fraction of + the key the attacker holds. correlated_masks builds a substitute at + a prescribed correlation to any real key, so the sweep applies to a + learned key exactly as to a sign pattern.""" + from exp_full import correlated_masks + print("[learned] key sensitivity ...") + m = learned_model() + F, TR = 600_000, 12 + true_m = m.masks().detach().cpu() + gen = torch.Generator().manual_seed(31) + fracs = [0.0, 0.2, 0.4, 0.6, 0.75, 0.85, 0.9, 0.92, 0.94, 0.955, + 0.97, 0.985, 1.0] + rows = [] + for f in fracs: + acc = [eval_ser_eve(m, correlated_masks(true_m, f, gen), [10.0], + frames=F // TR, seed=777 + 17 * t)[0] + for t in range(TR)] + rows.append((f, sum(acc) / len(acc))) + write_csv(DATA / "sec_sens_learned.csv", ["frac", "ser_mask"], rows) + print(" f=0 %.4f f=1 %.4f" % (rows[0][1], rows[-1][1])) + + +def brute(): + """Fig. 6's learned curve. The best-of-K correlation is a property of + the key space, which both realizations share at the same L, so only + the sensitivity mapping differs and it is re-read from the learned + sweep.""" + import csv as _csv + import numpy as np + print("[learned] brute-force search ...") + with open(DATA / "sec_sens_learned.csv") as f: + cmp_rows = list(_csv.DictReader(f)) + f_arr = np.array([float(r["frac"]) for r in cmp_rows]) + mask_arr = np.array([float(r["ser_mask"]) for r in cmp_rows]) + L = MAIN_D // 4 + ks = [1, 3, 10, 30, 100, 300, 1_000, 3_000, 10_000, 30_000, 65_536, + 100_000, 300_000, 1_000_000] + rng = np.random.default_rng(2026) + rows = [] + for K in ks: + best = np.sqrt(rng.beta(0.5, (L - 1) / 2.0, size=(400, K)).max(1)) + rows.append((K, float(np.mean(np.interp(best, f_arr, mask_arr))))) + write_csv(DATA / "sec_brute_learned.csv", ["K", "ser_mask"], rows) + print(" K=1e6 %.4f" % rows[-1][1]) + + +def real(): + """Fig. 8's learned curves. + + exp_real_sec writes fixed file names, so the structured artifacts are + held aside, the run is repeated with the learned model, its output is + copied to *_learned names, and the originals are put back. A failure + anywhere restores them. + """ + import shutil + import exp_real_sec as R + print("[learned] real token streams ...") + names = ("real_sec_ter.csv", "real_sec_stats.json") + saved = {n: (DATA / n).read_bytes() for n in names + if (DATA / n).exists()} + orig = R.main_model + try: + R.main_model = lambda **kw: learned_model( + d=kw.get("d", MAIN_D), P=kw.get("P", 4), + vu=kw.get("vu", 16), U=kw.get("U", 4)) + R.main() + for n in names: + if (DATA / n).exists(): + shutil.copyfile(DATA / n, + DATA / n.replace(".", "_learned.", 1)) + finally: + R.main_model = orig + for n, blob in saved.items(): + (DATA / n).write_bytes(blob) + print(" learned artifacts written, structured ones restored") diff --git a/code/make_tables.py b/code/make_tables.py index 956134d..9e9275d 100644 --- a/code/make_tables.py +++ b/code/make_tables.py @@ -11,8 +11,8 @@ from pathlib import Path DATA = Path(__file__).resolve().parents[1] / "data" NAME = { - "proposed": r"\textbf{KM (structured)}", - "proposed_learned": r"\textbf{KM (learned)}", + "proposed": r"\textbf{KM (str.)}", + "proposed_learned": r"\textbf{KM (lrn.)}", "public_mask": "Public masks", "perm_key": r"Permutation key~\cite{chen2025shufflingtifs}", "index_cipher": "Index cipher", @@ -21,7 +21,7 @@ NAME = { "hadamard": "Structured", "learned": "Learned, plain", "learned_reg": r"Learned, regularized~\eqref{eq:regloss}", - "invariant_learned": r"\textbf{Invariant, learned keys}", + "invariant_learned": r"\textbf{Invariant, KM (lrn.)}", } RECEIVER = { "legit": "Legitimate", "oma": "OMA", diff --git a/code/replot_security.py b/code/replot_security.py index f33baa3..b0b18a9 100644 --- a/code/replot_security.py +++ b/code/replot_security.py @@ -84,18 +84,17 @@ STY = { # fixed label dictionary: tables and prose copy these strings verbatim LBL = { - "legit": "KM (structured)", - "legit_learned": "KM (learned)", + "legit": "KM (str.)", + "legit_learned": "KM (lrn.)", "oma": "OMA", "eve_pub": "Eavesdropper, public masks", "eve_key": "Eavesdropper", # the wrong-key condition is in the caption "chance": "Random guess", "nojam": "No jammer", - "mask": "KM (structured)", + "mask": "KM (str.)", "perm": "Permutation key", "pad": "Index cipher", "insider": "Insider", - "legit_ref": "Legitimate rate", "outsider": "Outsider", } # deliberate-layering style for the LOWER of two coinciding curves @@ -223,6 +222,29 @@ def main_legit(snr_db="10"): raise KeyError("no %s dB row in sec_snr.csv" % snr_db) + +# Legend order, applied by place_legend to whatever subset a figure +# draws: the proposal first, then the comparison schemes in the order of +# Table IV, then adversaries, then reference levels. Entries not listed +# keep their plot order after the ranked ones. +LEGEND_ORDER = [ + "KM (str.)", "KM (lrn.)", + "Public masks", "Permutation key", "Index cipher", "OMA", + "Eavesdropper", "Eavesdropper, keyed", "Eavesdropper, public masks", + "Outsider", "Insider", + "No jammer", "Random guess", +] + + +def _rank(label): + """Rank a legend label, matching the collection-SNR variants of + Fig. 7 on their scheme prefix so they stay together and in order.""" + for i, name in enumerate(LEGEND_ORDER): + if label == name or label.startswith(name + ","): + return i + return len(LEGEND_ORDER) + + def place_legend(ax, cands=("lower left", "upper left", "center left", "center right", "lower center", "upper right", "upper center", "center", "lower right"), @@ -247,7 +269,11 @@ def place_legend(ax, cands=("lower left", "upper left", "center left", best = None for size in sizes: for loc in cands: - leg = ax.legend(loc=loc, prop={"size": size}, ncol=ncol, + h, l = ax.get_legend_handles_labels() + idx = sorted(range(len(l)), key=lambda k: (_rank(l[k]), k)) + h = [h[k] for k in idx] + l = [l[k] for k in idx] + leg = ax.legend(h, l, loc=loc, prop={"size": size}, ncol=ncol, handlelength=1.4, columnspacing=0.9, handletextpad=0.5, borderaxespad=0.55, framealpha=1.0) @@ -270,13 +296,21 @@ def place_legend(ax, cands=("lower left", "upper left", "center left", if best is None or hits < best[2]: best = (loc, size, hits) if hits == 0: - ax.legend(loc=loc, prop={"size": size}, ncol=ncol, + h, l = ax.get_legend_handles_labels() + idx = sorted(range(len(l)), key=lambda k: (_rank(l[k]), k)) + h = [h[k] for k in idx] + l = [l[k] for k in idx] + ax.legend(h, l, loc=loc, prop={"size": size}, ncol=ncol, handlelength=1.4, columnspacing=0.9, handletextpad=0.5, borderaxespad=0.55, framealpha=1.0) PL_CHOSEN.append(size) return best - ax.legend(loc=best[0], prop={"size": best[1]}, ncol=ncol, + h, l = ax.get_legend_handles_labels() + idx = sorted(range(len(l)), key=lambda k: (_rank(l[k]), k)) + h = [h[k] for k in idx] + l = [l[k] for k in idx] + ax.legend(h, l, loc=best[0], prop={"size": best[1]}, ncol=ncol, handlelength=1.4, columnspacing=0.9, handletextpad=0.5, borderaxespad=0.55, framealpha=1.0) PL_CHOSEN.append(best[1]) @@ -390,6 +424,9 @@ def fig_sens(): fig, ax = plt.subplots() ax.plot(x, col(r, "ser_mask"), **STY["km_str"], markevery=(0, 3), label=LBL["mask"], **UNDER) + rs = load("sec_sens_learned.csv") + ax.plot(col(rs, "frac"), col(rs, "ser_mask"), **STY["km_lrn"], + markevery=(1, 3), label=LBL["legit_learned"]) ax.plot(x, col(r, "ser_perm"), **STY["perm"], markevery=(1, 3), label=LBL["perm"], **OVER) ax.plot(x, col(r, "ser_pad"), **STY["pad"], @@ -398,9 +435,6 @@ def fig_sens(): # copy of the configuration constants chance = float(load("sec_snr.csv")[0]["chance"]) ax.axhline(chance, color=C_CH, ls=":", lw=0.9, label=LBL["chance"]) - # the narration reads these curves against the legitimate rate - ax.axhline(main_legit(), color=C_OMA, ls=(0, (4, 2)), lw=0.9, - label=LBL["legit_ref"]) ax.set_xlabel("Fraction of the key recovered") ax.set_ylabel("Eavesdropper SER") ax.set_xlim(0, 1) @@ -420,9 +454,9 @@ def fig_brute(): markevery=(1, 3), label=LBL["pad"], **OVER) ax.semilogx(x, col(r, "ser_mask"), **STY["km_str"], markevery=(2, 3), label=LBL["mask"]) - legit = main_legit() - ax.axhline(legit, color=C_OMA, ls=(0, (4, 2)), lw=0.9, - label=LBL["legit_ref"]) + rb = load("sec_brute_learned.csv") + ax.semilogx(col(rb, "K"), col(rb, "ser_mask"), **STY["km_lrn"], + markevery=(1, 3), label=LBL["legit_learned"]) ax.set_xlabel("Number of key guesses $K$") ax.set_ylabel("Eavesdropper SER") ax.set_ylim(0.0, 1.05) # keep the reference line off the spine @@ -438,6 +472,10 @@ def fig_real(): # legitimate and OMA curves are separate at this frame ax.semilogy(x, col(r, "ter_legit"), **STY["km_str"], markevery=(0, 2), label=LBL["legit"], **UNDER) + rt = load("real_sec_ter_learned.csv") + ax.semilogy(col(rt, "snr_db"), col(rt, "ter_legit"), + **STY["km_lrn"], markevery=(1, 2), + label=LBL["legit_learned"]) ax.semilogy(x, col(r, "ter_oma"), **STY["oma"], markevery=(1, 2), label=LBL["oma"], **OVER) ax.semilogy(x, col(r, "ter_insider"), **STY["insider"], @@ -484,9 +522,6 @@ def fig_kpa(): # eavesdropper curves, namely the four-user average of eval_ser_sse # in the main configuration, rather than the user-1 convention of the # scheme-comparison table - legit = main_legit() - ax.axhline(legit, color=C_OMA, ls=(0, (4, 2)), lw=0.9, - label=LBL["legit_ref"]) ax.set_xlabel("Known-plaintext frames $N$") ax.set_ylabel("Eavesdropper SER") ax.set_xscale("log", base=2) diff --git a/data/real_sec_stats_learned.json b/data/real_sec_stats_learned.json new file mode 100644 index 0000000..37d3600 --- /dev/null +++ b/data/real_sec_stats_learned.json @@ -0,0 +1,32 @@ +{ + "vocab_size": 30522, + "n_texts": 2000, + "frames": 24998, + "repeats": 8, + "decisions_per_point": 799936, + "distinct_tokens": 10486, + "token_collision": 0.006535221793661566, + "max_token_id": 29599, + "headlines_scored": 1948, + "headline_runs": 4, + "recovery": { + "20": { + "legit": 0.7023870636550308, + "eve": 0.0, + "insider": 0.0, + "oma": 0.6463039014373717 + }, + "24": { + "legit": 0.8787217659137577, + "eve": 0.0, + "insider": 0.0, + "oma": 0.8390657084188912 + }, + "28": { + "legit": 0.9477669404517454, + "eve": 0.0, + "insider": 0.0, + "oma": 0.9319815195071869 + } + } +} \ No newline at end of file diff --git a/data/real_sec_ter_learned.csv b/data/real_sec_ter_learned.csv new file mode 100644 index 0000000..f93cf50 --- /dev/null +++ b/data/real_sec_ter_learned.csv @@ -0,0 +1,9 @@ +snr_db,ter_legit,ter_eve,ter_insider,ter_oma +0,0.4516948856,0.9998824906,0.9962722018,0.5232856128 +4,0.223975418,0.9998662393,0.9947945836,0.2740881771 +8,0.09790408233,0.9997899832,0.9940332727,0.123424874 +12,0.04099952996,0.9997912333,0.9936357409,0.05201666133 +16,0.01653382271,0.9997299784,0.9935107309,0.02118419474 +20,0.006725538043,0.999737479,0.9934594768,0.008630690455 +24,0.002707716617,0.9997112269,0.9934182235,0.003452776222 +28,0.001037583007,0.9997274782,0.9934144732,0.001385110809 diff --git a/data/refresh_summary.csv b/data/refresh_summary.csv index 72c6a13..859be91 100644 --- a/data/refresh_summary.csv +++ b/data/refresh_summary.csv @@ -1,5 +1,5 @@ scheme,legit,eve,entropy_bits None (fixed key),0.05300666667,0.9997075,23.76910417 Fresh orthogonal keys,0.1215548611,0.9996535069,23.76910417 -Invariant,0.05304121528,0.9995528819,364.5801064 -"Invariant, learned keys",0.063800,0.997200,364.5801064 +"Invariant, KM (str.)",0.05304121528,0.9995528819,364.5801064 +"Invariant, KM (lrn.)",0.063800,0.997200,364.5801064 diff --git a/data/sec_brute_learned.csv b/data/sec_brute_learned.csv new file mode 100644 index 0000000..88125cd --- /dev/null +++ b/data/sec_brute_learned.csv @@ -0,0 +1,15 @@ +K,ser_mask +1,0.9967928683 +3,0.9934662748 +10,0.9869523182 +30,0.9769415244 +100,0.961966217 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