def studentRR():
output = cf.getStudent()
#privacy parameter
p = .1
Xstudent = rr.RandomizedResponse(p, output)
distance = rr.RecoverDistanceRR(p, Xstudent)
return distance
def studentRR():
output = cf.getStudent()
#privacy parameter
p = .1
Xstudent = rr.RandomizedResponse(p, output)
distance = rr.RecoverDistanceRR(p,Xstudent)
return distance
def printResults():
print ("******************************************************************************")
print ("****************************** RANDOMIZED RESPONSE *************************")
print ("******************************************************************************\n")
print("INPUT RANDOMIZED RESPONSE + HEART TEXT: \n\n {} \n".format(cf.getHeart()))
output1 = rr.RandomizedResponse(0.4,cf.getHeart())
print("OUTPUT RANDOMIZED RESPONSE + HEART TEXT: \n\n {} \n".format(output1))
print("INPUT RANDOMIZED RESPONSE + STUDENT TEXT: \n\n {} \n".format(cf.getStudent()))
output2 = rr.RandomizedResponse(0.4,cf.getStudent())
print("OUTPUT RANDOMIZED RESPONSE + STUDENT TEXT: \n\n {} \n".format(output2))
print ("******************************************************************************")
print ("****************************** PRIVATE PROTECTION *************************")
print ("******************************************************************************\n")
print("INPUT PRIVATE PROTECTION + HEART TEXT: \n\n {} \n".format(cf.getHeart()))
Zheart, Pheart, sigma = pp.PrivateProtection(cf.getHeart())
print("OUTPUT PRIVATE PROTECTION Z + HEART TEXT: \n\n {} \n".format(Zheart))
print("OUTPUT PRIVATE PROTECTION P + HEART TEXT: \n\n {} \n".format(Pheart))
print("INPUT PRIVATE PROTECTION + STUDENT TEXT: \n\n {} \n".format(cf.getStudent()))
Zstudent, Pstudent, sigma = pp.PrivateProtection(cf.getStudent())
print("OUTPUT PRIVATE PROTECTION Z + STUDENT TEXT: \n\n {} \n".format(Zstudent))
print("OUTPUT PRIVATE PROTECTION P + STUDENT TEXT: \n\n {} \n".format(Pstudent))
print ("*********************************************************************")
print ("****************************** RECOVERED DISTANCE *************************")
print ("*********************************************************************\n")
print("INPUT PRIVATE PROTECTION + HEART TEXT: \n\n {} \n".format(cf.getHeart()))
Zheart, Pheart, sigma = pp.PrivateProtection(cf.getHeart())
print("OUTPUT PRIVATE PROTECTION Z + HEART TEXT: \n\n {} \n".format(Zheart))
distance = pp.recoveredDistance(Zheart,sigma)
print(distance[0])
print(distance[1])
print(distance[2])
def studentMatrix():
matrix = cf.getStudent()
(n, d) = matrix.shape
dist = []
for i in range(0, n):
row = []
for j in range(0, n):
if (i == j):
row.append(0)
else:
#row.append("{} compared with {}".format(i,j))
userA = matrix[i]
userB = matrix[j]
euc = distance.euclidean(userA, userB)**2
#tmp = (euc - (2*k*p)*(1-p))/((1-2*p)**2)
row.append(euc)
dist.append(row)
return np.array(dist)
#dist = distance.squareform(distance.pdist(matrix, metric='euclidean'))
dist
return dist
def studentMatrix():
matrix = cf.getStudent()
(n,d) = matrix.shape
dist = []
for i in range(0,n):
row = []
for j in range(0, n):
if (i == j):
row.append(0)
else:
#row.append("{} compared with {}".format(i,j))
userA = matrix[i]
userB = matrix[j]
euc = distance.euclidean(userA, userB)**2
#tmp = (euc - (2*k*p)*(1-p))/((1-2*p)**2)
row.append(euc)
dist.append(row)
return np.array(dist)
#dist = distance.squareform(distance.pdist(matrix, metric='euclidean'))
dist
return dist
def printResults():
print(
"******************************************************************************"
)
print(
"****************************** RANDOMIZED RESPONSE *************************"
)
print(
"******************************************************************************\n"
)
print("INPUT RANDOMIZED RESPONSE + HEART TEXT: \n\n {} \n".format(
cf.getHeart()))
output1 = rr.RandomizedResponse(0.4, cf.getHeart())
print(
"OUTPUT RANDOMIZED RESPONSE + HEART TEXT: \n\n {} \n".format(output1))
print("INPUT RANDOMIZED RESPONSE + STUDENT TEXT: \n\n {} \n".format(
cf.getStudent()))
output2 = rr.RandomizedResponse(0.4, cf.getStudent())
print("OUTPUT RANDOMIZED RESPONSE + STUDENT TEXT: \n\n {} \n".format(
output2))
print(
"******************************************************************************"
)
print(
"****************************** PRIVATE PROTECTION *************************"
)
print(
"******************************************************************************\n"
)
print("INPUT PRIVATE PROTECTION + HEART TEXT: \n\n {} \n".format(
cf.getHeart()))
Zheart, Pheart, sigma = pp.PrivateProtection(cf.getHeart())
print(
"OUTPUT PRIVATE PROTECTION Z + HEART TEXT: \n\n {} \n".format(Zheart))
print(
"OUTPUT PRIVATE PROTECTION P + HEART TEXT: \n\n {} \n".format(Pheart))
print("INPUT PRIVATE PROTECTION + STUDENT TEXT: \n\n {} \n".format(
cf.getStudent()))
Zstudent, Pstudent, sigma = pp.PrivateProtection(cf.getStudent())
print("OUTPUT PRIVATE PROTECTION Z + STUDENT TEXT: \n\n {} \n".format(
Zstudent))
print("OUTPUT PRIVATE PROTECTION P + STUDENT TEXT: \n\n {} \n".format(
Pstudent))
print(
"*********************************************************************"
)
print(
"****************************** RECOVERED DISTANCE *************************"
)
print(
"*********************************************************************\n"
)
print("INPUT PRIVATE PROTECTION + HEART TEXT: \n\n {} \n".format(
cf.getHeart()))
Zheart, Pheart, sigma = pp.PrivateProtection(cf.getHeart())
print(
"OUTPUT PRIVATE PROTECTION Z + HEART TEXT: \n\n {} \n".format(Zheart))
distance = pp.recoveredDistance(Zheart, sigma)
print(distance[0])
print(distance[1])
print(distance[2])
def studentPP():
output = cf.getStudent()
Zstudent, Pstudent, sigma = pp.PrivateProtection(output)
distance = pp.recoveredDistance(Zstudent, sigma)
return distance
def studentPP():
output = cf.getStudent()
Zstudent, Pstudent, sigma = pp.PrivateProtection(output)
distance = pp.recoveredDistance(Zstudent,sigma)
return distance
