_act_ is right. The probability is 5.11%.
The probability can be calculated using the formula mentioned on page 7 of
bitcoin whitepaper.

in which

q is the probability of the the next block being mined by the attacker, p is the probability of the next block being mined by honest nodes and z is the number of confirmations your transactions has received so far.
The C code has been seen on the whitepaper and here is the python code.
from math import e,factorial
#Enter q and z and then run the program
q=0.3074
z=10
p=1-q
lambda_= z*(q/p)
sum=0
for k in range(z+1):
sum+=(((lambda_**k)*e**(-lambda_))/factorial(k))*(1-(q/p)**(z-k))
print((1-sum))
The following chart displays how the probability of your transaction being removed from the blockchain decreases with more confirmations.
