this concentration you give is really low. You could try LC-MS analytics if available for you. You would need to desalt the sample first by using a desalting column. I once had a drug to analyze with a rather low concentration - I freeze-dried one mL solution and re-dissolved in 100 µL to get a signal in the UV-detector. Alternatively GC-MS possible.
Also, another aproach could be to derviatize the aldehyde group of your cinnamaldehyde with a strong fluorescent and measure UV-VIS. There are special kits available, but I'm not sure whether it would be sensitive enough for your sample.
Please find the attached link, there are some further information available.
Thank you very much for your valuable contributions @Michael Päch, @Marcus Binner.
In LC MS/MS our operators couldn't even create a calibration curve. One of my colleague also suggested the extraction in hexane and GC-MS and furthermore I will consider UV-VIS examination.
GC-MS is the method of choice, using either solvent extraction with a low-boiling non-polar solvent (e.g. hexane, dichloromethane) or solid phase microextraction. Micrograms per ml is well within the routine operation range of these methods.
A search for cinnamaldehyde GC-MS will provide several methods to choose from.