diff --git a/CVE2016.ipynb b/CVE2016.ipynb index c1380c35bb..de25420a29 100644 --- a/CVE2016.ipynb +++ b/CVE2016.ipynb @@ -15,10 +15,10 @@ "id": "91b44dc2", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:19:35.652599Z", - "iopub.status.busy": "2025-01-02T20:19:35.652428Z", - "iopub.status.idle": "2025-01-02T20:19:36.330859Z", - "shell.execute_reply": "2025-01-02T20:19:36.330213Z" + "iopub.execute_input": "2025-01-03T01:20:35.969935Z", + "iopub.status.busy": "2025-01-03T01:20:35.969759Z", + "iopub.status.idle": "2025-01-03T01:20:36.618048Z", + "shell.execute_reply": "2025-01-03T01:20:36.617477Z" }, "tags": [ "remove-cell" @@ -100,10 +100,10 @@ "id": "98bafc2f-2e20-4032-a091-ec2dc0ecb7a5", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:19:36.333428Z", - "iopub.status.busy": "2025-01-02T20:19:36.332941Z", - "iopub.status.idle": "2025-01-02T20:20:00.192634Z", - "shell.execute_reply": "2025-01-02T20:20:00.191991Z" + "iopub.execute_input": "2025-01-03T01:20:36.620048Z", + "iopub.status.busy": "2025-01-03T01:20:36.619736Z", + "iopub.status.idle": "2025-01-03T01:21:00.185756Z", + "shell.execute_reply": "2025-01-03T01:21:00.185184Z" }, "tags": [ "remove-cell" @@ -226,10 +226,10 @@ "id": "fb2368b3", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:20:00.194792Z", - "iopub.status.busy": "2025-01-02T20:20:00.194610Z", - "iopub.status.idle": "2025-01-02T20:20:00.210715Z", - "shell.execute_reply": "2025-01-02T20:20:00.210218Z" + "iopub.execute_input": "2025-01-03T01:21:00.188002Z", + "iopub.status.busy": "2025-01-03T01:21:00.187624Z", + "iopub.status.idle": "2025-01-03T01:21:00.202610Z", + "shell.execute_reply": "2025-01-03T01:21:00.202145Z" }, "tags": [ "remove-input" @@ -274,10 +274,10 @@ "id": "39c9867a", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:20:00.212596Z", - "iopub.status.busy": "2025-01-02T20:20:00.212379Z", - "iopub.status.idle": "2025-01-02T20:20:00.231743Z", - "shell.execute_reply": "2025-01-02T20:20:00.231195Z" + "iopub.execute_input": "2025-01-03T01:21:00.204373Z", + "iopub.status.busy": "2025-01-03T01:21:00.204192Z", + "iopub.status.idle": "2025-01-03T01:21:00.221877Z", + "shell.execute_reply": "2025-01-03T01:21:00.221288Z" }, "tags": [ "remove-cell" @@ -309,10 +309,10 @@ "id": "a776139d", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:20:00.233869Z", - "iopub.status.busy": "2025-01-02T20:20:00.233661Z", - "iopub.status.idle": "2025-01-02T20:20:00.468449Z", - "shell.execute_reply": "2025-01-02T20:20:00.467940Z" + "iopub.execute_input": "2025-01-03T01:21:00.223938Z", + "iopub.status.busy": "2025-01-03T01:21:00.223592Z", + "iopub.status.idle": "2025-01-03T01:21:00.450987Z", + "shell.execute_reply": "2025-01-03T01:21:00.450460Z" }, "tags": [ "remove-input" @@ -355,10 +355,10 @@ "id": "endless-cylinder", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:20:00.470518Z", - "iopub.status.busy": "2025-01-02T20:20:00.470049Z", - "iopub.status.idle": "2025-01-02T20:20:00.656253Z", - "shell.execute_reply": "2025-01-02T20:20:00.655649Z" + "iopub.execute_input": "2025-01-03T01:21:00.453047Z", + "iopub.status.busy": "2025-01-03T01:21:00.452692Z", + "iopub.status.idle": "2025-01-03T01:21:00.658044Z", + "shell.execute_reply": "2025-01-03T01:21:00.657445Z" }, "tags": [ "remove-input" @@ -403,10 +403,10 @@ "id": "common-louis", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:20:00.658348Z", - "iopub.status.busy": "2025-01-02T20:20:00.658053Z", - "iopub.status.idle": "2025-01-02T20:20:00.842512Z", - "shell.execute_reply": "2025-01-02T20:20:00.841971Z" + "iopub.execute_input": "2025-01-03T01:21:00.659884Z", + "iopub.status.busy": "2025-01-03T01:21:00.659708Z", + "iopub.status.idle": "2025-01-03T01:21:00.844920Z", + "shell.execute_reply": "2025-01-03T01:21:00.844323Z" }, "tags": [ "remove-input" @@ -451,10 +451,10 @@ "id": "smooth-stupid", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:20:00.844304Z", - "iopub.status.busy": "2025-01-02T20:20:00.844121Z", - "iopub.status.idle": "2025-01-02T20:20:01.054217Z", - "shell.execute_reply": "2025-01-02T20:20:01.053613Z" + "iopub.execute_input": "2025-01-03T01:21:00.846915Z", + "iopub.status.busy": "2025-01-03T01:21:00.846556Z", + "iopub.status.idle": "2025-01-03T01:21:01.052059Z", + "shell.execute_reply": "2025-01-03T01:21:01.051398Z" }, "tags": [ "remove-input" @@ -498,10 +498,10 @@ "id": "0652f359", "metadata": { "execution": { - "iopub.execute_input": "2025-01-02T20:20:01.056226Z", - "iopub.status.busy": "2025-01-02T20:20:01.055815Z", - "iopub.status.idle": "2025-01-02T20:20:01.202287Z", - "shell.execute_reply": "2025-01-02T20:20:01.201708Z" + "iopub.execute_input": "2025-01-03T01:21:01.054159Z", + "iopub.status.busy": "2025-01-03T01:21:01.053829Z", + "iopub.status.idle": "2025-01-03T01:21:01.200334Z", + "shell.execute_reply": "2025-01-03T01:21:01.199763Z" }, "tags": [ "remove-input" @@ -510,7 +510,7 @@ "outputs": [ { "data": { - "image/png": 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