diff --git a/.idea/workspace.xml b/.idea/workspace.xml
index fe0b15a8acb2c5c929a7142e0e3da0a4fa1150b6..f4939549a2e6858a0cc886d47fe83e60903acb9d 100755
--- a/.idea/workspace.xml
+++ b/.idea/workspace.xml
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@@ -158,11 +157,6 @@
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<find>AVC</find>
<find>Classify</find>
<find>one=</find>
@@ -184,10 +178,15 @@
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<find>cout</find>
- <find>dela</find>
- <find>delay</find>
<find>totalRuntiume[10]</find>
<find>totalRuntiume [10]</find>
+ <find>dela</find>
+ <find>delay</find>
+ <find>PNB</find>
+ <find>PPNB</find>
+ <find>evalu</find>
+ <find>dese</find>
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@@ -212,15 +211,9 @@
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@@ -239,7 +232,6 @@
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- <entry file="file://$PROJECT_DIR$/CRYPTO/EvalThreashold.h">
+ <entry file="file://$PROJECT_DIR$/PPML/EVAL/EvaluateClassification.py">
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+ <entry file="file://$PROJECT_DIR$/EXP/DebugNb/See if it gives neg-2020-01-20-10:18:58-Config.txt">
+ <provider selected="true" editor-type-id="text-editor" />
</entry>
- <entry file="file://$PROJECT_DIR$/CRYPTO/EvalCmp.h">
+ <entry file="file://$PROJECT_DIR$/EXP/DebugNb/See if it gives neg-2020-01-20-10:18:58-Stats.csv">
+ <provider selected="true" editor-type-id="text-editor" />
+ </entry>
+ <entry file="file://$PROJECT_DIR$/EXP/DebugNb/bla-2020-01-20-10:33:43-Stats.csv">
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</state>
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</entry>
- <entry file="file://$PROJECT_DIR$/PPML/PPVFDT/PPVFDT_Classifier.h">
+ <entry file="file://$PROJECT_DIR$/EXP/DebugNb/bla-2020-01-20-12:55:18-Stats.csv">
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- <provider selected="true" editor-type-id="text-editor" />
- </entry>
- <entry file="file://$PROJECT_DIR$/CRYPTO/EvalCmp.cpp">
+ <entry file="file://$PROJECT_DIR$/CRYPTO/EvalDiv100.cpp">
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</entry>
- <entry file="file://$PROJECT_DIR$/CRYPTO/EvalCmp100.cpp">
+ <entry file="file://$PROJECT_DIR$/CRYPTO/EvalLog.cpp">
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- <entry file="file://$PROJECT_DIR$/CRYPTO/SkeySwitch.cpp">
+ <entry file="file://$PROJECT_DIR$/EXP/DebugNb/bla-2020-01-20-13:09:09-Stats.csv">
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</entry>
- <entry file="file://$PROJECT_DIR$/CRYPTO/EvalAddPow2.cpp">
+ <entry file="file://$PROJECT_DIR$/EXP/DebugNb/bla-2020-01-20-13:15:33-Stats.csv">
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- <entry file="file://$PROJECT_DIR$/CRYPTO/EvalAddPow2.h">
+ <entry file="file://$PROJECT_DIR$/CRYPTO/DTPKC.h">
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- <entry file="file://$PROJECT_DIR$/CRYPTO/DTPKC.h">
+ <entry file="file://$PROJECT_DIR$/CRYPTO/DTPKC.cpp">
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- <entry file="file://$PROJECT_DIR$/CMakeLists.txt">
+ <entry file="file://$PROJECT_DIR$/EXP/DebugNb/bla-2020-01-20-13:42:50-Stats.csv">
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- <entry file="file://$PROJECT_DIR$/CRYPTO/DTPKC.cpp">
+ <entry file="file://$PROJECT_DIR$/PPML/PPNB/PPStats.cpp">
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- <entry file="file://$PROJECT_DIR$/CRYPTO/EvalSigmoid.cpp">
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+ <entry file="file://$PROJECT_DIR$/TEST/main.cpp">
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- <entry file="file://$PROJECT_DIR$/CRYPTO/EvalExpo.cpp">
+ <entry file="file://$PROJECT_DIR$/EXP/DebugNb/bla-2020-01-20-14:10:32-Stats.csv">
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diff --git a/CONFIG/DAPPLE.config b/CONFIG/DAPPLE.config
index 1694bd84430cab3c46777d7d76a1189798588d86..a9c2db376214e158845b62f1a95ea064028b8ba9 100755
--- a/CONFIG/DAPPLE.config
+++ b/CONFIG/DAPPLE.config
@@ -1,17 +1,17 @@
# Experiments parameters
perf{
- testBuildingBlocks="true";
+ testBuildingBlocks="false";
PrivacyPreservation= "true";
MLAlgorithm="nb";
runs_number ="1";
thread_number="14";
remoteClient="false";
- Incremental="true";
+ Incremental="false";
OutputPath="/home/rania/CLionProjects/DAPPLE-2.0/EXP/DebugNb/";
- scenarioName="Bank-Cipher-debug-time";
+ scenarioName="bla";
debug="true";
maxTrainSize="20";
- maxTestSize="10";
+ maxTestSize="20";
}
# The dataset configuration parameters
@@ -46,6 +46,7 @@
sendParaClient="true";
blindingSize="20";
encryptData="true";
+
delay="2";
}
diff --git a/CRYPTO/DTPKC.cpp b/CRYPTO/DTPKC.cpp
index bcd8fd4b843781bedeb8b64ded438d61a66dedc1..9ee4f0ad1e66948519abbf154d0141b9fa20e747 100755
--- a/CRYPTO/DTPKC.cpp
+++ b/CRYPTO/DTPKC.cpp
@@ -186,6 +186,7 @@ Cipher DTPKC :: enc(mpz_class plaintext, mpz_class pkey)
** Function : getKey
* Author : Talbi Rania
** Creation date : 02/11/2018
+** Creation date : 02/11/2018dese
** Last Update : 05/11/2018
*
** Purpose : This function is used to generate a new pair of secrete and public encryption keys when requested by a data owner or a querier
@@ -500,6 +501,11 @@ DTPKC ::deserializeDtpkc(string path) {
SK1.set_str(line,10);
In->close();
+
+ DTPKC::timeMU = 0.0;
+ DTPKC::timeSU = 0.0;
+ DTPKC::bdwMU = 0.0;
+ DTPKC::bdwMU = 0.0;
delete In;
return 1;
@@ -731,13 +737,16 @@ DTPKC::EvalEq_U2_step2(std::vector<Cipher> res1)
* x : r*A
* y : r*B
*/
+ auto begin = chrono::high_resolution_clock::now();
mpz_class x, y, out;
// Decrypt the blinded values sent by U1
x=PSdec1(res1[0],res1[1]);
y=PSdec1(res1[2],res1[3]);
-
-
+ auto en = chrono::high_resolution_clock::now();
+ std::chrono::duration<double, std::milli> duration = en - begin ;
+ timeSU += duration.count();
+ bdwSU += 1;
// return the equality test result
return x == y ;
diff --git a/PPML/EVAL/EvaluateClassification.py b/PPML/EVAL/EvaluateClassification.py
index 8c40b9c78678c6979ac51a37c35e1235d4d43960..132fcdbedf145d21f50abe47b05b8905a5a09aad 100755
--- a/PPML/EVAL/EvaluateClassification.py
+++ b/PPML/EVAL/EvaluateClassification.py
@@ -9,7 +9,8 @@ from sklearn.metrics import f1_score, precision_score, recall_score
pred=sys.argv[1]
path=sys.argv[2]
res=sys.argv[3]
-test_size=int(sys.argv[4])
+test_size=int(sys.argv[4].strip())
+
Y_pred=[]
diff --git a/PPML/PPNB/PPNB_Classifier.cpp b/PPML/PPNB/PPNB_Classifier.cpp
index 6d71141f016724d757aa03940ea8ac39e49cee47..1021ad4871a5be675d918dc3e58e6b9027b85f1f 100755
--- a/PPML/PPNB/PPNB_Classifier.cpp
+++ b/PPML/PPNB/PPNB_Classifier.cpp
@@ -273,6 +273,12 @@ void PPNB_Classifier::train() {
int size=datasetReader->train_size;
PPRecord * record;
+
+ dtpkc.timeSU = 0.0;
+ dtpkc.timeMU = 0.0;
+ dtpkc.bdwMU = 0.0;
+ dtpkc.bdwSU = 0.0;
+
extTrainBd = 0;
auto begin = chrono::high_resolution_clock::now();
@@ -307,11 +313,11 @@ void PPNB_Classifier::train() {
std::chrono::duration<double, std::milli> duration = end - begin ;
this->trainTime = duration.count();
-
- this->trainTimeSU += dtpkc.timeSU;
+ //cout << "dtpkc.timeSU " << dtpkc.timeSU << " this->trainTimeSU " << this->trainTimeSU << " this->trainTime " << this->trainTime << endl;
+ //this->trainTimeSU += dtpkc.timeSU;
this->trainBdw += dtpkc.bdwSU + dtpkc.bdwMU;
- this->trainTimeMU = this->trainTime - this->trainTimeSU;
+ this->trainTimeSU = this->trainTime - this->trainTimeMU;
dtpkc.timeSU = 0.0;
dtpkc.timeMU = 0.0;
@@ -380,10 +386,10 @@ void PPNB_Classifier::RemoteTest(){
std::chrono::duration<double, std::milli> duration = en - begin ;
this->testTime = duration.count();
- this->testTimeSU = dtpkc.timeSU;
+ this->testTimeMU = dtpkc.timeMU;
this->testBdw = dtpkc.bdwSU + dtpkc.bdwMU;
- this->testTimeMU = this->testTime - this->testTimeSU;
+ this->testTimeSU = this->testTime - this->testTimeMU;
dtpkc.timeSU = 0.0;
dtpkc.timeMU = 0.0;
diff --git a/PPML/PPNB/PPStats.cpp b/PPML/PPNB/PPStats.cpp
index 16e2ae341b13042f0e91e9abb34f723237812d06..3f5259428ff041bae6b0bcef537fe2c358a260a0 100755
--- a/PPML/PPNB/PPStats.cpp
+++ b/PPML/PPNB/PPStats.cpp
@@ -128,8 +128,8 @@ PPStats::InitStats() {
Cipher C_C=evalLog.EvalLog_U1_step3(evalLog.EvalLog_U2_step2(in[0],in[1]));
//COUT << "prior proba " << C_C << " res " << mpz_class_log (dtpkc.Sdec(proba) + 1 , 100)<< " " <<proba << endl;
LogproProba.insert(std::make_pair(i->first, C_C));
- PPNB_Classifier::trainTimeSU += evalDiv100.timeSU;
- PPNB_Classifier::trainTimeSU += evalLog.timeSU;
+ PPNB_Classifier::trainTimeMU += evalDiv100.timeMU;
+ PPNB_Classifier::trainTimeMU += evalLog.timeMU;
PPNB_Classifier::trainBdw += evalDiv100.bdwMU + evalDiv100.bdwSU + evalLog.bdwMU + evalLog.bdwSU;
};
@@ -172,7 +172,7 @@ PPStats::InitStats() {
vector<Cipher> res1 = evalDiv100.EvalDiv_U1_step1();
probaxjkl = evalDiv100.EvalDiv_U1_step3(
evalDiv100.EvalDiv_U2_step2(res1[0], res1[1], res1[2], res1[3]));
- costTimeDiv = evalDiv100.timeSU;
+ costTimeDiv = evalDiv100.timeMU;
costBdwDiv = evalDiv100.bdwMU + evalDiv100.bdwSU;
}
@@ -183,7 +183,7 @@ PPStats::InitStats() {
LogcdProbaClasses.insert(std::make_pair(l.first, C_C));
//COUT << "cond proba " << C_C << " res " <<mpz_class_log (dtpkc.Sdec(probaxjkl) + 1 , 100) << endl;
- costTimeLog = evalLog.timeSU;
+ costTimeLog = evalLog.timeMU;
costBdwLog = evalLog.bdwMU + evalLog.bdwSU;
}
//cdProbaValues.insert(std::make_pair(k.first, cdProbaClasses));
@@ -200,8 +200,8 @@ PPStats::InitStats() {
}
//condProba.insert(std::make_pair(j->first, cdProbaValues));
LogcondProba.insert(std::make_pair(j->first, LogcdProbaValues));
- PPNB_Classifier::trainTimeSU += costTimeLog + costTimeDiv;
- PPNB_Classifier::trainBdw += costBdwLog + costBdwDiv;
+ PPNB_Classifier::trainTimeMU += size*(costTimeLog + costTimeDiv);
+ PPNB_Classifier::trainBdw += size*(costBdwLog + costBdwDiv);
};
}
diff --git a/SER/dtpkc.ser b/SER/dtpkc.ser
index 9954707ba907c4b1f264cb209206f3ad215b666c..de5dd2c32efa73b2a9d639f14061321dddfca7d6 100644
--- a/SER/dtpkc.ser
+++ b/SER/dtpkc.ser
@@ -1,11 +1,11 @@
-155794160235086638170714595467322538260366576393463030396634213893417420838931771802391513629956177608679846919677341643595501715078327934815694805317518611733101457537161402151813505685981385216698245112580645199209126963130732901833621957189891470376029080149909115655407542101838765639311482343573370198357
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diff --git a/TEST/main.cpp b/TEST/main.cpp
index b0e18af6d386cbb8a684c4b950ccaac240dc3491..e1621619dfac1ebbf30d3fe1b963e2d555e59894 100755
--- a/TEST/main.cpp
+++ b/TEST/main.cpp
@@ -492,9 +492,9 @@ int main (int argc, char **argv) {
PPStats *S = new PPStats(class_number, dimension - 1);
PPNB_Classifier *classifier = new PPNB_Classifier(datasetReader, S, LaplaceConstant,
OutputPath + classOutput, sockfd, cliaddr, debug);
-
+ stats << "TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1,TrainMU,TrainSU,TrainBdw,TestMU,TestSU,TestBdw" << endl;
if (Incremental) {
- stats << "TrainTime,TrainBd,TestServerTime,TestClientTime,TestBd,P,R,F1,TrainMU,TrainSU,TrainBdw,TestMU,TestSU,TestBdw" << endl;
+
for (int ch = 0; ch < chunk_number; ch++) {
if (debug)
cout << "Started training on chunk n°: " << ch + 1 << " from: " << chunk_number << endl;
diff --git a/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache b/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
index 8dae0734c37c6d31108168be68e23932d99d1f8b..9ee65a51b794f25e15b57d5f3565be0d59cdd0a2 100644
--- a/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
+++ b/cmake-build-debug/CMakeFiles/DAPPLE.dir/CXX.includecache
@@ -34,6 +34,26 @@ netinet/in.h
chrono
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/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalDiv.h
DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
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DTPKC.h
/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/DTPKC.h
-/home/rania/CLionProjects/DAPPLE-2.0/CRYPTO/EvalExpo.cpp
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